From 0d3fb3cef336b17b4389bb1e4eebbe861f3ff05d Mon Sep 17 00:00:00 2001 From: alexandre benoit Date: Mon, 22 Oct 2012 13:36:30 +0200 Subject: [PATCH 01/25] introducing a tutorial for the retina model --- .../images/retina_TreeHdr_small.jpg | Bin 0 -> 50051 bytes .../images/studentsSample_input.jpg | Bin 0 -> 80282 bytes .../images/studentsSample_magno.jpg | Bin 0 -> 28228 bytes .../images/studentsSample_parvo.jpg | Bin 0 -> 69443 bytes .../contrib/retina_model/retina_model.rst | 88 ++++++++++++++++++ .../images/retina_TreeHdr_small.jpg | Bin 0 -> 50051 bytes .../table_of_content_contrib.rst | 36 +++++++ doc/tutorials/definitions/tocDefinitions.rst | 2 + 8 files changed, 126 insertions(+) create mode 100644 doc/tutorials/contrib/retina_model/images/retina_TreeHdr_small.jpg create mode 100644 doc/tutorials/contrib/retina_model/images/studentsSample_input.jpg create mode 100644 doc/tutorials/contrib/retina_model/images/studentsSample_magno.jpg create mode 100644 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/dev/null +++ b/doc/tutorials/contrib/retina_model/retina_model.rst @@ -0,0 +1,88 @@ +.. _Retina_Model: + +Discovering the human retina and its use for image processing +************************************************************* + +Goal +===== + +In this tutorial you will learn how to: + +.. container:: enumeratevisibleitemswithsquare + + + discover the main two channels outing from your retina + + + see the basics to use the retina model + + + discover some parameters tweaks + + +.. image:: images/retina_TreeHdr_small.jpg + :alt: Illustration of the retina luminance compression effect + :align: center + +For example in the above figure, a High Dynamic Range image (left) is processed by the retina model (right). The left image is coded on more than 8bit/color channel so that displaying this on 8bit format hides many details. However, as your retina does, using complementary processing. Here, local luminance adaptation, spatio-temporal noise removal and spectral whitening play an important role thus transmitting accurate information on low range data channels. + +Theory +======= + +The proposed model originates from Jeanny Herault at `Gipsa `_ preliminary work. It is involved in image processing applications with `Listic `_ (code maintainer) lab. The model allows the following human retina properties to be used : + +* spectral whithening (mid-frequency details enhancement) + +* high frequency spatio-temporal noise reduction (temporal noise and high frequency spatial noise are minimized) + +* low frequency luminance energy reduction (also allows luminance range compression) + +* local logarithmic luminance compression allows details to be enhanced even in low light conditions + +The retina model presents two outputs that benefit from these behaviors. + +* The first one is called the Parvocellular channel. It is mainly active in the foveal retina area (high resolution central vision with color sensitive photoreceptors), its aim is to provide accurate color vision for visual details remaining static on the retina. On the other hand objects moving on the retina projection are blurried. + +* The second well known channel is the magnocellular channel. It is mainly active in the retina peripheral vision and send signals related to change events (motion, transient events, etc.). It helps visual system to focus/center retina on 'transient'/moving areas for more detailled analysis thus improving visual scene context and object classification. + +NOTE : regarding the proposed model, we apply these two channels on the entire input images. This allows enhanced visual details and motion information to be extracted on all the considered images. + +As an illustration, we apply in the following the retina model on a webcam video stream of a dark visual scene. In this visual scene, captured in an amphitheater of the university, some students are moving while talking to the teacher. + + +In this video sequence, because of the dark ambiance, signal to noise ratio is low and color artifacts are present on visual features edges because of the low quality image capture toolchain. + +.. image:: images/studentsSample_input.jpg + :alt: an input video stream extract sample + :align: center + +Below is shown the retina foveal vision applied on the entire image. In the used retina configuration, global luminance is preserved and local contrasts are enhanced. Also, signal to noise ratio is improved : since high frequency spatio-temporal noise is reduced, enhanced details are not corrupted by any enhanced noise. + +.. image:: images/studentsSample_parvo.jpg + :alt: the retina Parvocellular output. Enhanced details, luminance adaptation and noise removal. A processing tool for image analysis. + :align: center + +Below is the output of the magnocellular output of the retina model. Its signals are strong where transient events occur. Here, a student is moving at the bottom of the image thus generating high energy. The remaining of the image is static however, it is corrupted by a strong noise. Here, the retina filters out most of the noise thus generating low false motion area 'alarms'. This channel can be used as a transient/moving areas detector : it would provide relevant information for a low cost segmentation tool that would highlight areas in which an event is occuring. + +.. image:: images/studentsSample_magno.jpg + :alt: the retina Magnocellular output. Enhanced transient signals (motion, etc.). A preprocessing tool for event detection. + :align: center + + +Use : this model can be used basically for spatio-temporal video effects but also in the aim of : + +* performing texture analysis with enhanced signal to noise ratio and enhanced details robust against input images luminance ranges (check out the parvocellular retina channel output) + +* performing motion analysis also taking benefit of the previously cited properties (check out the magnocellular retina channel output) +For more information, refer to the following papers : + +* Benoit A., Caplier A., Durette B., Herault, J., "Using Human Visual System Modeling For Bio-Inspired Low Level Image Processing", Elsevier, Computer Vision and Image Understanding 114 (2010), pp. 758-773. DOI + +* Please have a look at the reference work of Jeanny Herault that you can read in his book : + +Vision: Images, Signals and Neural Networks: Models of Neural Processing in Visual Perception (Progress in Neural Processing),By: Jeanny Herault, ISBN: 9814273686. WAPI (Tower ID): 113266891. + +This retina filter code includes the research contributions of phd/research collegues from which code has been redrawn by the author : + +* take a look at the *retinacolor.hpp* module to discover Brice Chaix de Lavarene phD color mosaicing/demosaicing and his reference paper: B. Chaix de Lavarene, D. Alleysson, B. Durette, J. Herault (2007). "Efficient demosaicing through recursive filtering", IEEE International Conference on Image Processing ICIP 2007 + +* take a look at *imagelogpolprojection.hpp* to discover retina spatial log sampling which originates from Barthelemy Durette phd with Jeanny Herault. 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|Author_AlexB| + + You will learn how to process images and video streams with a model of retina filter of details enhancement, spatio-temporal noise removal and luminance correction. + + =============== ====================================================== + + .. |RetinaDemoImg| image:: images/retina_TreeHdr_small.jpg + :height: 90pt + :width: 90pt + + .. raw:: latex + + \pagebreak + +.. toctree:: + :hidden: + + ../retina_model/retina_model diff --git a/doc/tutorials/definitions/tocDefinitions.rst b/doc/tutorials/definitions/tocDefinitions.rst index 9c8e03b43..ead0837e1 100644 --- a/doc/tutorials/definitions/tocDefinitions.rst +++ b/doc/tutorials/definitions/tocDefinitions.rst @@ -7,4 +7,6 @@ .. |Author_ArtemM| unicode:: Artem U+0020 Myagkov .. |Author_FernandoI| unicode:: Fernando U+0020 Iglesias U+0020 Garc U+00ED a .. |Author_EduardF| unicode:: Eduard U+0020 Feicho +.. |Author_AlexB| unicode:: Alexandre U+0020 Benoit + From 6e63073c6cf88e3153fdb0573fece964d797ddfa Mon Sep 17 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ziPca7-U)YaWGX5JoK2D0YhcJ@Z2Vv_PCusL%u<%e`zPEWjU5z8o{v*Hkf)9Eq|8oY zd8svX!!z`qCE>J}k1tWWBE3fM&_9KEs#d3TpF4{xHj(*=&;3{lrCT$IDxkIEyk}3C z37?W8hU-K+ROLd%DDO7mANPUux*atiMuUUFH_$i=675mBoFDQOJrxI?ejYi;aPOMn zF!1lYZ50lT(P%U6%IbF6_at?PIZ*3RIFxQ0JiW<+7^+i~Q-1Zre1mqJHf>IPNSL$1 zYs*~P|3~=s(_OJ_)Gxq*9PRpEA$?QZRBge@U+U;F8{G^f@R?gfG#x39t?b)>aQ_2z CCwnFU literal 0 HcmV?d00001 diff --git a/doc/tutorials/tutorials.rst b/doc/tutorials/tutorials.rst index b497f3d73..ee74e25d3 100644 --- a/doc/tutorials/tutorials.rst +++ b/doc/tutorials/tutorials.rst @@ -156,6 +156,21 @@ As always, we would be happy to hear your comments and receive your contribution :width: 80pt :alt: gpu icon +* :ref:`Table-Of-Content-Contrib` + + .. tabularcolumns:: m{100pt} m{300pt} + .. cssclass:: toctableopencv + + =========== ======================================================= + |Contrib| Discover additionnal contribution to OpenCV. + + =========== ======================================================= + + .. |Contrib| image:: images/retina.jpg + :height: 80pt + :width: 80pt + :alt: gpu icon + * :ref:`Table-Of-Content-iOS` .. tabularcolumns:: m{100pt} m{300pt} @@ -204,5 +219,6 @@ As always, we would be happy to hear your comments and receive your contribution objdetect/table_of_content_objdetect/table_of_content_objdetect ml/table_of_content_ml/table_of_content_ml gpu/table_of_content_gpu/table_of_content_gpu + contrib/table_of_content_contrib/table_of_content_contrib ios/table_of_content_ios/table_of_content_ios general/table_of_content_general/table_of_content_general From 90d10e6b734b619e981cd539fde647e9e99cea1a Mon Sep 17 00:00:00 2001 From: alexandre benoit Date: Tue, 23 Oct 2012 18:57:39 +0200 Subject: [PATCH 03/25] updated tutorial, need spell check, validation, nicer images and a discussion on parameters --- .../contrib/retina_model/retina_model.rst | 251 ++++++++++++++++-- .../table_of_content_contrib.rst | 2 +- 2 files changed, 234 insertions(+), 19 deletions(-) diff --git a/doc/tutorials/contrib/retina_model/retina_model.rst b/doc/tutorials/contrib/retina_model/retina_model.rst index 18ad11270..d157a5c38 100644 --- a/doc/tutorials/contrib/retina_model/retina_model.rst +++ b/doc/tutorials/contrib/retina_model/retina_model.rst @@ -6,6 +6,7 @@ Discovering the human retina and its use for image processing Goal ===== +I present here a model of human retina that shows some interesting properties for image preprocessing and enhancement. In this tutorial you will learn how to: .. container:: enumeratevisibleitemswithsquare @@ -17,36 +18,37 @@ In this tutorial you will learn how to: + discover some parameters tweaks +General overview +================ + +The proposed model originates from Jeanny Herault at `Gipsa `_. It is involved in image processing applications with `Listic `_ (code maintainer) lab. The model allows the following human retina properties to be used : + +* spectral whithening (mid-frequency details enhancement and low frequency luminance energy reduction) + +* high frequency spatio-temporal noise cancelling (temporal noise and high frequency spatial noise are minimized) + +* local logarithmic luminance compression allows details to be enhanced even in low light conditions + + .. image:: images/retina_TreeHdr_small.jpg :alt: Illustration of the retina luminance compression effect :align: center For example in the above figure, a High Dynamic Range image (left) is processed by the retina model (right). The left image is coded on more than 8bit/color channel so that displaying this on 8bit format hides many details. However, as your retina does, using complementary processing. Here, local luminance adaptation, spatio-temporal noise removal and spectral whitening play an important role thus transmitting accurate information on low range data channels. - -Theory -======= -The proposed model originates from Jeanny Herault at `Gipsa `_ preliminary work. It is involved in image processing applications with `Listic `_ (code maintainer) lab. The model allows the following human retina properties to be used : +The retina model output channels +================================ -* spectral whithening (mid-frequency details enhancement) - -* high frequency spatio-temporal noise reduction (temporal noise and high frequency spatial noise are minimized) - -* low frequency luminance energy reduction (also allows luminance range compression) - -* local logarithmic luminance compression allows details to be enhanced even in low light conditions - -The retina model presents two outputs that benefit from these behaviors. +The retina model presents two outputs that benefit from the above cited behaviors. * The first one is called the Parvocellular channel. It is mainly active in the foveal retina area (high resolution central vision with color sensitive photoreceptors), its aim is to provide accurate color vision for visual details remaining static on the retina. On the other hand objects moving on the retina projection are blurried. -* The second well known channel is the magnocellular channel. It is mainly active in the retina peripheral vision and send signals related to change events (motion, transient events, etc.). It helps visual system to focus/center retina on 'transient'/moving areas for more detailled analysis thus improving visual scene context and object classification. +* The second well known channel is the magnocellular channel. It is mainly active in the retina peripheral vision and send signals related to change events (motion, transient events, etc.). These outing signals also help visual system to focus/center retina on 'transient'/moving areas for more detailled analysis thus improving visual scene context and object classification. -NOTE : regarding the proposed model, we apply these two channels on the entire input images. This allows enhanced visual details and motion information to be extracted on all the considered images. +**NOTE :** regarding the proposed model, contrary to the real retina, we apply these two channels on the entire input images using the same resoltion. This allows enhanced visual details and motion information to be extracted on all the considered images... but remember, that these two channels are complementary, if Magnocellular channel gives strong energy in an area, then, the Parvo channel is certainly blurried there since there is a transient event. As an illustration, we apply in the following the retina model on a webcam video stream of a dark visual scene. In this visual scene, captured in an amphitheater of the university, some students are moving while talking to the teacher. - In this video sequence, because of the dark ambiance, signal to noise ratio is low and color artifacts are present on visual features edges because of the low quality image capture toolchain. .. image:: images/studentsSample_input.jpg @@ -65,12 +67,15 @@ Below is the output of the magnocellular output of the retina model. Its signals :alt: the retina Magnocellular output. Enhanced transient signals (motion, etc.). A preprocessing tool for event detection. :align: center +Retina use case +=============== -Use : this model can be used basically for spatio-temporal video effects but also in the aim of : +This model can be used basically for spatio-temporal video effects but also in the aim of : * performing texture analysis with enhanced signal to noise ratio and enhanced details robust against input images luminance ranges (check out the parvocellular retina channel output) -* performing motion analysis also taking benefit of the previously cited properties (check out the magnocellular retina channel output) +* performing motion analysis also taking benefit of the previously cited properties. + For more information, refer to the following papers : * Benoit A., Caplier A., Durette B., Herault, J., "Using Human Visual System Modeling For Bio-Inspired Low Level Image Processing", Elsevier, Computer Vision and Image Understanding 114 (2010), pp. 758-773. DOI @@ -85,4 +90,214 @@ This retina filter code includes the research contributions of phd/research coll * take a look at *imagelogpolprojection.hpp* to discover retina spatial log sampling which originates from Barthelemy Durette phd with Jeanny Herault. A Retina / V1 cortex projection is also proposed and originates from Jeanny's discussions. ====> more informations in the above cited Jeanny Heraults's book. +Code tutorial +============= +Please refer to the original tutorial source code in file *opencv_folder/samples/cpp/tutorial_code/contrib/retina_tutorial.cpp*. + +To compile it, assuming OpenCV is correctly installed, use the following command. It requires the opencv_core *(cv::Mat and friends objects management)*, opencv_highgui *(display and image/video read)* and opencv_contrib *(Retina description)* libraries to compile. + +.. code-block:: cpp + + // compile + gcc retina_tutorial.cpp -o Retina_tuto -lopencv_core -lopencv_highgui -lopencv_contrib + + // Run commands : add 'log' as a last parameter to apply a spatial log sampling (simulates retina sampling) + // run on webcam + ./Retina_tuto -video + // run on video file + ./Retina_tuto -video myVideo.avi + // run on an image + ./Retina_tuto -image myPicture.jpg + // run on an image with log sampling + ./Retina_tuto -image myPicture.jpg log + +Here is a code explanation : + +Retina definition is present in the contrib package and a simple include allows to use it + +.. code-block:: cpp + + #include "opencv2/opencv.hpp" + +Provide user some hints to run the program with a help function + +.. code-block:: cpp + + // the help procedure + static void help(std::string errorMessage) + { + std::cout<<"Program init error : "< you can use this to fine tune parameters and load them if you save to file 'RetinaSpecificParameters.xml'"<= 3) + { + std::cout<<"RetinaDemo: processing image "<>inputFrame; + }else + { + // bad command parameter + help("bad command parameter"); + return -1; + } + +Once all input parameters are processed, a first image should have been loaded, if not, display error and stop program : + +.. code-block:: cpp + + if (inputFrame.empty()) + { + help("Input media could not be loaded, aborting"); + return -1; + } + +Now, everything is ready to run the retina model. I propose here to allocate a retina instance and to manage the eventual log sampling option. The Retina constructor expects at least a cv::Size object that shows the input data size that will have to be managed. One can activate other options such as color and its related color multiplexing strategy (here Bayer multiplexing is chosen using enum cv::RETINA_COLOR_BAYER). If using log sampling, the image reduction factor (smaller output images) and log sampling strengh can be adjusted. + +.. code-block:: cpp + + // pointer to a retina object + cv::Ptr myRetina; + + // if the last parameter is 'log', then activate log sampling (favour foveal vision and subsamples peripheral vision) + if (useLogSampling) + { + myRetina = new cv::Retina(inputFrame.size(), true, cv::RETINA_COLOR_BAYER, true, 2.0, 10.0); + } + else// -> else allocate "classical" retina : + myRetina = new cv::Retina(inputFrame.size()); + + +Once done, the proposed code writes a default xml file that contains the default parameters of the retina. This is usefull to make your own config using this template. Here generated template xml file is called *RetinaDefaultParameters.xml*. + +.. code-block:: cpp + + // save default retina parameters file in order to let you see this and maybe modify it and reload using method "setup" + myRetina->write("RetinaDefaultParameters.xml"); + +In the following line, the retina attempts to load another xml file called *RetinaSpecificParameters.xml*. If you created it and introduced your own setup, it will be loaded, in the other case, default retina parameters are used. + +.. code-block:: cpp + + // load parameters if file exists + myRetina->setup("RetinaSpecificParameters.xml"); + +It is not required here but just to show it is possible, you can reset the retina buffers to zero to force it to forget past events. + +.. code-block:: cpp + + // reset all retina buffers (imagine you close your eyes for a long time) + myRetina->clearBuffers(); + +Now, it is time to run the retina ! First create some output buffers ready to receive the two retina channels outputs + +.. code-block:: cpp + + // declare retina output buffers + cv::Mat retinaOutput_parvo; + cv::Mat retinaOutput_magno; + +Then, run retina in a loop, load new frames from video sequence if necessary and retina outputs. + +.. code-block:: cpp + + // processing loop with no stop condition + while(true) + { + // if using video stream, then, grabbing a new frame, else, input remains the same + if (videoCapture.isOpened()) + videoCapture>>inputFrame; + + // run retina filter on the loaded input frame + myRetina->run(inputFrame); + // Retrieve and display retina output + myRetina->getParvo(retinaOutput_parvo); + myRetina->getMagno(retinaOutput_magno); + cv::imshow("retina input", inputFrame); + cv::imshow("Retina Parvo", retinaOutput_parvo); + cv::imshow("Retina Magno", retinaOutput_magno); + cv::waitKey(10); + } + +That's done ! But if you want to secure the system, take care and manage Exceptions. The retina can throw some when it sees unrelevant data (no input frame, wrong setup, etc.) +Then, i recommend to surround all the retina code by a try/catch system like this : + +.. code-block:: cpp + + try{ + // pointer to a retina object + cv::Ptr myRetina; + [---] + // processing loop with no stop condition + while(true) + { + [---] + } + + }catch(cv::Exception e) + { + std::cerr<<"Error using Retina : "< Date: Wed, 24 Oct 2012 12:04:32 +0200 Subject: [PATCH 04/25] updated tutorial, rapid spell check, retina parameters discussion added --- .../contrib/retina_model/retina_model.rst | 136 +++++++++++++++--- .../table_of_content_contrib.rst | 4 +- doc/tutorials/tutorials.rst | 2 +- 3 files changed, 122 insertions(+), 20 deletions(-) diff --git a/doc/tutorials/contrib/retina_model/retina_model.rst b/doc/tutorials/contrib/retina_model/retina_model.rst index d157a5c38..57536b614 100644 --- a/doc/tutorials/contrib/retina_model/retina_model.rst +++ b/doc/tutorials/contrib/retina_model/retina_model.rst @@ -21,35 +21,34 @@ In this tutorial you will learn how to: General overview ================ -The proposed model originates from Jeanny Herault at `Gipsa `_. It is involved in image processing applications with `Listic `_ (code maintainer) lab. The model allows the following human retina properties to be used : +The proposed model originates from Jeanny Herault's research at `Gipsa `_. It is involved in image processing applications with `Listic `_ (code maintainer) lab. This is not a complete model but it already present interesting properties that can be involved for enhanced image processing experience. The model allows the following human retina properties to be used : -* spectral whithening (mid-frequency details enhancement and low frequency luminance energy reduction) +* spectral whitening that has 3 important effects: high spatio-temporal frequency signals canceling (noise), mid-frequency details enhancement and low frequency luminance energy reduction. This *all in one* property directly allows visual signals cleaning of classical undesired distortions introduced by image sensors and input luminance range. -* high frequency spatio-temporal noise cancelling (temporal noise and high frequency spatial noise are minimized) - -* local logarithmic luminance compression allows details to be enhanced even in low light conditions +* local logarithmic luminance compression allows details to be enhanced even in low light conditions. +* decorrelation of the details information (Parvocellular output channel) and transient information (events, motion made available at the Magnocellular output channel). .. image:: images/retina_TreeHdr_small.jpg :alt: Illustration of the retina luminance compression effect :align: center -For example in the above figure, a High Dynamic Range image (left) is processed by the retina model (right). The left image is coded on more than 8bit/color channel so that displaying this on 8bit format hides many details. However, as your retina does, using complementary processing. Here, local luminance adaptation, spatio-temporal noise removal and spectral whitening play an important role thus transmitting accurate information on low range data channels. +For example in the above figure, a High Dynamic Range image (left) is processed by the retina model (right). The left image is coded on more than 8bit/color channel so that its compression to 8bit image format hides many details. However, as your retina does, local luminance adaptation, spatio-temporal noise removal and spectral whitening work together and transmit accurate information on lower range 8bit data channels. The retina model output channels ================================ The retina model presents two outputs that benefit from the above cited behaviors. -* The first one is called the Parvocellular channel. It is mainly active in the foveal retina area (high resolution central vision with color sensitive photoreceptors), its aim is to provide accurate color vision for visual details remaining static on the retina. On the other hand objects moving on the retina projection are blurried. +* The first one is called the Parvocellular channel. It is mainly active in the foveal retina area (high resolution central vision with color sensitive photo-receptors), its aim is to provide accurate color vision for visual details remaining static on the retina. On the other hand objects moving on the retina projection are blurred. -* The second well known channel is the magnocellular channel. It is mainly active in the retina peripheral vision and send signals related to change events (motion, transient events, etc.). These outing signals also help visual system to focus/center retina on 'transient'/moving areas for more detailled analysis thus improving visual scene context and object classification. +* The second well known channel is the Magnocellular channel. It is mainly active in the retina peripheral vision and send signals related to change events (motion, transient events, etc.). These outing signals also help visual system to focus/center retina on 'transient'/moving areas for more detailed analysis thus improving visual scene context and object classification. -**NOTE :** regarding the proposed model, contrary to the real retina, we apply these two channels on the entire input images using the same resoltion. This allows enhanced visual details and motion information to be extracted on all the considered images... but remember, that these two channels are complementary, if Magnocellular channel gives strong energy in an area, then, the Parvo channel is certainly blurried there since there is a transient event. +**NOTE :** regarding the proposed model, contrary to the real retina, we apply these two channels on the entire input images using the same resolution. This allows enhanced visual details and motion information to be extracted on all the considered images... but remember, that these two channels are complementary. For example, if Magnocellular channel gives strong energy in an area, then, the Parvocellular channel is certainly blurred there since there is a transient event. As an illustration, we apply in the following the retina model on a webcam video stream of a dark visual scene. In this visual scene, captured in an amphitheater of the university, some students are moving while talking to the teacher. -In this video sequence, because of the dark ambiance, signal to noise ratio is low and color artifacts are present on visual features edges because of the low quality image capture toolchain. +In this video sequence, because of the dark ambiance, signal to noise ratio is low and color artifacts are present on visual features edges because of the low quality image capture tool-chain. .. image:: images/studentsSample_input.jpg :alt: an input video stream extract sample @@ -61,7 +60,7 @@ Below is shown the retina foveal vision applied on the entire image. In the used :alt: the retina Parvocellular output. Enhanced details, luminance adaptation and noise removal. A processing tool for image analysis. :align: center -Below is the output of the magnocellular output of the retina model. Its signals are strong where transient events occur. Here, a student is moving at the bottom of the image thus generating high energy. The remaining of the image is static however, it is corrupted by a strong noise. Here, the retina filters out most of the noise thus generating low false motion area 'alarms'. This channel can be used as a transient/moving areas detector : it would provide relevant information for a low cost segmentation tool that would highlight areas in which an event is occuring. +Below is the output of the Magnocellular output of the retina model. Its signals are strong where transient events occur. Here, a student is moving at the bottom of the image thus generating high energy. The remaining of the image is static however, it is corrupted by a strong noise. Here, the retina filters out most of the noise thus generating low false motion area 'alarms'. This channel can be used as a transient/moving areas detector : it would provide relevant information for a low cost segmentation tool that would highlight areas in which an event is occurring. .. image:: images/studentsSample_magno.jpg :alt: the retina Magnocellular output. Enhanced transient signals (motion, etc.). A preprocessing tool for event detection. @@ -72,7 +71,7 @@ Retina use case This model can be used basically for spatio-temporal video effects but also in the aim of : -* performing texture analysis with enhanced signal to noise ratio and enhanced details robust against input images luminance ranges (check out the parvocellular retina channel output) +* performing texture analysis with enhanced signal to noise ratio and enhanced details robust against input images luminance ranges (check out the Parvocellular retina channel output) * performing motion analysis also taking benefit of the previously cited properties. @@ -88,7 +87,7 @@ This retina filter code includes the research contributions of phd/research coll * take a look at the *retinacolor.hpp* module to discover Brice Chaix de Lavarene phD color mosaicing/demosaicing and his reference paper: B. Chaix de Lavarene, D. Alleysson, B. Durette, J. Herault (2007). "Efficient demosaicing through recursive filtering", IEEE International Conference on Image Processing ICIP 2007 -* take a look at *imagelogpolprojection.hpp* to discover retina spatial log sampling which originates from Barthelemy Durette phd with Jeanny Herault. A Retina / V1 cortex projection is also proposed and originates from Jeanny's discussions. ====> more informations in the above cited Jeanny Heraults's book. +* take a look at *imagelogpolprojection.hpp* to discover retina spatial log sampling which originates from Barthelemy Durette phd with Jeanny Herault. A Retina / V1 cortex projection is also proposed and originates from Jeanny's discussions. ====> more information in the above cited Jeanny Heraults's book. Code tutorial ============= @@ -158,7 +157,7 @@ Then, start the main program and first declare a *cv::Mat* matrix in which input cv::VideoCapture videoCapture; // in case a video media is used, its manager is declared here -In the main program, before processing, first check input command parameters +In the main program, before processing, first check input command parameters. Here it loads a first input image coming from a single loaded image (if user chose command *-image*) or from a video stream (if user chose command *-video*). Also, if the user added *log* command at the end of its program call, the spatial logarithmic image sampling performed by the retina is taken into account by the Boolean flag *useLogSampling*. .. code-block:: cpp @@ -231,7 +230,7 @@ Now, everything is ready to run the retina model. I propose here to allocate a r myRetina = new cv::Retina(inputFrame.size()); -Once done, the proposed code writes a default xml file that contains the default parameters of the retina. This is usefull to make your own config using this template. Here generated template xml file is called *RetinaDefaultParameters.xml*. +Once done, the proposed code writes a default xml file that contains the default parameters of the retina. This is useful to make your own config using this template. Here generated template xml file is called *RetinaDefaultParameters.xml*. .. code-block:: cpp @@ -260,7 +259,7 @@ Now, it is time to run the retina ! First create some output buffers ready to re cv::Mat retinaOutput_parvo; cv::Mat retinaOutput_magno; -Then, run retina in a loop, load new frames from video sequence if necessary and retina outputs. +Then, run retina in a loop, load new frames from video sequence if necessary and get retina outputs back to dedicated buffers. .. code-block:: cpp @@ -282,7 +281,7 @@ Then, run retina in a loop, load new frames from video sequence if necessary and cv::waitKey(10); } -That's done ! But if you want to secure the system, take care and manage Exceptions. The retina can throw some when it sees unrelevant data (no input frame, wrong setup, etc.) +That's done ! But if you want to secure the system, take care and manage Exceptions. The retina can throw some when it sees irrelevant data (no input frame, wrong setup, etc.). Then, i recommend to surround all the retina code by a try/catch system like this : .. code-block:: cpp @@ -301,3 +300,106 @@ Then, i recommend to surround all the retina code by a try/catch system like thi { std::cerr<<"Error using Retina : "< + +Once done open the configuration file *RetinaDefaultParameters.xml* generated by the demo and let's have a look at it. + +.. code-block:: cpp + + + + + 1 + 1 + 7.0e-01 + 5.0e-01 + 5.3e-01 + 0. + 1. + 7. + 7.0e-01 + + 1 + 0. + 0. + 7. + 1.2e+00 + 9.5e-01 + 0. + 7. + + + +Here are some hints but actually, the best parameter setup depends more on what you want to do with the retina rather than the images input that you give to retina. Apart from the more specific case of High Dynamic Range images (HDR) that require more specific setup for specific luminance compression objective, the retina behaviors should be rather stable from content to content. Note that OpenCV is able to manage such HDR format thanks to the OpenEXR images compatibility. + +Then, if the application target requires details enhancement prior to specific image processing, you need to know if mean luminance information is required or not. If not, the the retina can cancel or significantly reduce its energy thus giving more visibility to higher spatial frequency details. + + +Basic parameters +---------------- + +The most simple parameters are the following : + +* **colorMode** : let the retina process color information (if 1) or gray scale images (if 0). In this last case, only the first channel of the input will be processed. + +* **normaliseOutput** : each channel has this parameter, if value is 1, then the considered channel output is rescaled between 0 and 255. Take care in this case at the Magnocellular output level (motion/transient channel detection). Residual noise will also be rescaled ! + +**Note :** using color requires color channels multiplexing/demultipexing which requires more processing. You can expect much faster processing using gray levels : it would require around 30 product per pixel for all the retina processes and it has recently been parallelized for multicore architectures. + +Photo-receptors parameters +------------------------- + +The following parameters act on the entry point of the retina - photo-receptors - and impact all the following processes. These sensors are low pass spatio-temporal filters that smooth temporal and spatial data and also adjust there sensitivity to local luminance thus improving details extraction and high frequency noise canceling. + +* **photoreceptorsLocalAdaptationSensitivity** between 0 and 1. Values close to 1 allow high luminance log compression effect at the photo-receptors level. Values closer to 0 give a more linear sensitivity. Increased alone, it can burn the *Parvo (details channel)* output image. If adjusted in collaboration with **ganglionCellsSensitivity** images can be very contrasted whatever the local luminance there is... at the price of a naturalness decrease. + +* **photoreceptorsTemporalConstant** this setups the temporal constant of the low pass filter effect at the entry of the retina. High value lead to strong temporal smoothing effect : moving objects are blurred and can disappear while static object are favored. But when starting the retina processing, stable state is reached lately. + +* **photoreceptorsSpatialConstant** specifies the spatial constant related to photo-receptors low pass filter effect. This parameters specify the minimum allowed spatial signal period allowed in the following. Typically, this filter should cut high frequency noise. Then a 0 value doesn't cut anything noise while higher values start to cut high spatial frequencies and more and more lower frequencies... Then, do not go to high if you wanna see some details of the input images ! A good compromise for color images is 0.53 since this won't affect too much the color spectrum. Higher values would lead to gray and blurred output images. + +Horizontal cells parameters +--------------------------- + +This parameter set tunes the neural network connected to the photo-receptors, the horizontal cells. It modulates photo-receptors sensitivity and completes the processing for final spectral whitening (part of the spatial band pass effect thus favoring visual details enhancement). + +* **horizontalCellsGain** here is a critical parameter ! If you are not interested by the mean luminance and focus on details enhancement, then, set to zero. But if you want to keep some environment luminance data, let some low spatial frequencies pass into the system and set a higher value (<1). + +* **hcellsTemporalConstant** similar to photo-receptors, this acts on the temporal constant of a low pass temporal filter that smooths input data. Here, a high value generates a high retina after effect while a lower value makes the retina more reactive. + +* **hcellsSpatialConstant** is the spatial constant of the low pass filter of these cells filter. It specifies the lowest spatial frequency allowed in the following. Visually, a high value leads to very low spatial frequencies processing and leads to salient halo effects. Lower values reduce this effect but the limit is : do not go lower than the value of **photoreceptorsSpatialConstant**. Those 2 parameters actually specify the spatial band-pass of the retina. + +**NOTE** after the processing managed by the previous parameters, input data is cleaned from noise and luminance in already partly enhanced. The following parameters act on the last processing stages of the two outing retina signals. + +Parvo (details channel) dedicated parameter +------------------------------------------- + +* **ganglionCellsSensitivity** specifies the strength of the final local adaptation occurring at the output of this details dedicated channel. Parameter values remain between 0 and 1. Low value tend to give a linear response while higher values enforces the remaining low contrasted areas. + +**Note :** this parameter can correct eventual burned images by favoring low energetic details of the visual scene, even in bright areas. + +IPL Magno (motion/transient channel) parameters +----------------------------------------------- + +Once image information is cleaned, this channel acts as a high pass temporal filter that only selects signals related to transient signals (events, motion, etc.). A low pass spatial filter smooths extracted transient data and a final logarithmic compression enhances low transient events thus enhancing event sensitivity. + +* **parasolCells_beta** generally set to zero, can be considered as an amplifier gain at the entry point of this processing stage. Generally set to 0. + +* **parasolCells_tau** the temporal smoothing effect that can be added + +* **parasolCells_k** the spatial constant of the spatial filtering effect, set it at a high value to favor low spatial frequency signals that are lower subject to residual noise. + +* **amacrinCellsTemporalCutFrequency** specifies the temporal constant of the high pass filter. High values let slow transient events to be selected. + +* **V0CompressionParameter** specifies the strength of the log compression. Similar behaviors to previous description but here it enforces sensitivity of transient events. + +* **localAdaptintegration_tau** generally set to 0, no real use here actually + +* **localAdaptintegration_k** specifies the size of the area on which local adaptation is performed. Low values lead to short range local adaptation (higher sensitivity to noise), high values secure log compression. + + diff --git a/doc/tutorials/contrib/table_of_content_contrib/table_of_content_contrib.rst b/doc/tutorials/contrib/table_of_content_contrib/table_of_content_contrib.rst index 5174d7374..61fe06b7c 100644 --- a/doc/tutorials/contrib/table_of_content_contrib/table_of_content_contrib.rst +++ b/doc/tutorials/contrib/table_of_content_contrib/table_of_content_contrib.rst @@ -1,9 +1,9 @@ .. _Table-Of-Content-Contrib: -*contrib* module. The additionnal contributions made available ! +*contrib* module. The additional contributions made available ! ---------------------------------------------------------------- -Here you will learn how to use additionnal modules of OpenCV defined in the "contrib" module. +Here you will learn how to use additional modules of OpenCV defined in the "contrib" module. .. include:: ../../definitions/tocDefinitions.rst diff --git a/doc/tutorials/tutorials.rst b/doc/tutorials/tutorials.rst index ee74e25d3..cbc51c195 100644 --- a/doc/tutorials/tutorials.rst +++ b/doc/tutorials/tutorials.rst @@ -162,7 +162,7 @@ As always, we would be happy to hear your comments and receive your contribution .. cssclass:: toctableopencv =========== ======================================================= - |Contrib| Discover additionnal contribution to OpenCV. + |Contrib| Discover additional contribution to OpenCV. =========== ======================================================= From b5bd86b2a7f75aa206c354c78a5c75ae942707aa Mon Sep 17 00:00:00 2001 From: alexandre benoit Date: Wed, 24 Oct 2012 12:20:59 +0200 Subject: [PATCH 05/25] added retina code tutorial --- .../tutorial_code/contrib/retina_tutorial.cpp | 147 ++++++++++++++++++ 1 file changed, 147 insertions(+) create mode 100644 samples/cpp/tutorial_code/contrib/retina_tutorial.cpp diff --git a/samples/cpp/tutorial_code/contrib/retina_tutorial.cpp b/samples/cpp/tutorial_code/contrib/retina_tutorial.cpp new file mode 100644 index 000000000..e1ee118af --- /dev/null +++ b/samples/cpp/tutorial_code/contrib/retina_tutorial.cpp @@ -0,0 +1,147 @@ +//============================================================================ +// Name : retina_tutorial.cpp +// Author : Alexandre Benoit, benoit.alexandre.vision@gmail.com +// Version : 0.1 +// Copyright : LISTIC/GIPSA French Labs, july 2012 +// Description : Gipsa/LISTIC Labs retina demo in C++, Ansi-style +//============================================================================ + +#include +#include + +#include "opencv2/opencv.hpp" + +static void help(std::string errorMessage) +{ + std::cout<<"Program init error : "< you can use this to fine tune parameters and load them if you save to file 'RetinaSpecificParameters.xml'"<= 3) + { + std::cout<<"RetinaDemo: processing image "<>inputFrame; + }else + { + // bad command parameter + help("bad command parameter"); + return -1; + } + + if (inputFrame.empty()) + { + help("Input media could not be loaded, aborting"); + return -1; + } + + + ////////////////////////////////////////////////////////////////////////////// + // Program start in a try/catch safety context (Retina may throw errors) + try + { + // create a retina instance with default parameters setup, uncomment the initialisation you wanna test + cv::Ptr myRetina; + + // if the last parameter is 'log', then activate log sampling (favour foveal vision and subsamples peripheral vision) + if (useLogSampling) + { + myRetina = new cv::Retina(inputFrame.size(), true, cv::RETINA_COLOR_BAYER, true, 2.0, 10.0); + } + else// -> else allocate "classical" retina : + myRetina = new cv::Retina(inputFrame.size()); + + // save default retina parameters file in order to let you see this and maybe modify it and reload using method "setup" + myRetina->write("RetinaDefaultParameters.xml"); + + // load parameters if file exists + myRetina->setup("RetinaSpecificParameters.xml"); + + // reset all retina buffers (imagine you close your eyes for a long time) + myRetina->clearBuffers(); + + // declare retina output buffers + cv::Mat retinaOutput_parvo; + cv::Mat retinaOutput_magno; + + // processing loop with no stop condition + while(true) + { + // if using video stream, then, grabbing a new frame, else, input remains the same + if (videoCapture.isOpened()) + videoCapture>>inputFrame; + + // run retina filter on the loaded input frame + myRetina->run(inputFrame); + // Retrieve and display retina output + myRetina->getParvo(retinaOutput_parvo); + myRetina->getMagno(retinaOutput_magno); + cv::imshow("retina input", inputFrame); + cv::imshow("Retina Parvo", retinaOutput_parvo); + cv::imshow("Retina Magno", retinaOutput_magno); + cv::waitKey(10); + } + }catch(cv::Exception e) + { + std::cerr<<"Error using Retina : "< Date: Sun, 28 Oct 2012 10:57:03 +0100 Subject: [PATCH 06/25] updated first image sample --- .../images/retina_TreeHdr_retina.jpg | Bin 0 -> 194186 bytes .../images/retina_TreeHdr_small.jpg | Bin 50051 -> 218791 bytes .../contrib/retina_model/retina_model.rst | 17 ++++++++++++++--- 3 files changed, 14 insertions(+), 3 deletions(-) create mode 100644 doc/tutorials/contrib/retina_model/images/retina_TreeHdr_retina.jpg diff --git a/doc/tutorials/contrib/retina_model/images/retina_TreeHdr_retina.jpg b/doc/tutorials/contrib/retina_model/images/retina_TreeHdr_retina.jpg new file mode 100644 index 0000000000000000000000000000000000000000..9f28e203689aaf9583c089ec24ab14182d94aa4a GIT binary patch literal 194186 zcmb6Ahg(xi_XZ4y8bG9@Ae{tJK%^Z70)!^LcSIBji2Be$kQzF|iGhSJy*HKSp(|BF 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It is involved in image processing applications with `Listic `_ (code maintainer) lab. This is not a complete model but it already present interesting properties that can be involved for enhanced image processing experience. The model allows the following human retina properties to be used : -* spectral whitening that has 3 important effects: high spatio-temporal frequency signals canceling (noise), mid-frequency details enhancement and low frequency luminance energy reduction. This *all in one* property directly allows visual signals cleaning of classical undesired distortions introduced by image sensors and input luminance range. +* spectral whitening that has 3 important effects: high spatio-temporal frequency signals canceling (noise), mid-frequencies details enhancement and low frequencies luminance energy reduction. This *all in one* property directly allows visual signals cleaning of classical undesired distortions introduced by image sensors and input luminance range. * local logarithmic luminance compression allows details to be enhanced even in low light conditions. * decorrelation of the details information (Parvocellular output channel) and transient information (events, motion made available at the Magnocellular output channel). +The first two points are illustrated below : + +In the figure below, the OpenEXR image sample *CrissyField.exr*, a High Dynamic Range image is shown. In order to make it visible on this web-page, the original input image is linearly rescaled to the classical image luminance range [0-255] and is converted to 8bit/channel format. Such strong conversion hides many details because of too strong local contrasts. Furthermore, noise energy is also strong and pollutes visual information. + .. image:: images/retina_TreeHdr_small.jpg - :alt: Illustration of the retina luminance compression effect + :alt: A High dynamic range image linearly rescaled within range [0-255]. :align: center -For example in the above figure, a High Dynamic Range image (left) is processed by the retina model (right). The left image is coded on more than 8bit/color channel so that its compression to 8bit image format hides many details. However, as your retina does, local luminance adaptation, spatio-temporal noise removal and spectral whitening work together and transmit accurate information on lower range 8bit data channels. +In the following image, as your retina does, local luminance adaptation, spatial noise removal and spectral whitening work together and transmit accurate information on lower range 8bit data channels. On this picture, noise in significantly removed, local details hidden by strong luminance contrasts are enhanced. Output image keeps its naturalness and visual content is enhanced. + +.. image:: images/retina_TreeHdr_retina.jpg + :alt: A High dynamic range image compressed within range [0-255] using the retina. + :align: center + + +*Note :* image sample can be downloaded from the `OpenEXR website `_. Regarding this demonstration, before retina processing, input image has been linearly rescaled within 0-255 keeping its channels float format. 5% of its histogram ends has been cut (mostly removes wrong HDR pixels). Check out the sample for similar processing. The following demonstration will only consider classical 8bit/channel images. The retina model output channels ================================ From 4e58fd645cd5fb7563d502cf9e41799d29d71b83 Mon Sep 17 00:00:00 2001 From: alexandre benoit Date: Sun, 28 Oct 2012 18:34:48 +0100 Subject: [PATCH 07/25] minor update --- doc/tutorials/contrib/retina_model/retina_model.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/doc/tutorials/contrib/retina_model/retina_model.rst b/doc/tutorials/contrib/retina_model/retina_model.rst index ba80a8d51..a7f8d30af 100644 --- a/doc/tutorials/contrib/retina_model/retina_model.rst +++ b/doc/tutorials/contrib/retina_model/retina_model.rst @@ -44,7 +44,7 @@ In the following image, as your retina does, local luminance adaptation, spatial :align: center -*Note :* image sample can be downloaded from the `OpenEXR website `_. Regarding this demonstration, before retina processing, input image has been linearly rescaled within 0-255 keeping its channels float format. 5% of its histogram ends has been cut (mostly removes wrong HDR pixels). Check out the sample for similar processing. The following demonstration will only consider classical 8bit/channel images. +*Note :* image sample can be downloaded from the `OpenEXR website `_. Regarding this demonstration, before retina processing, input image has been linearly rescaled within 0-255 keeping its channels float format. 5% of its histogram ends has been cut (mostly removes wrong HDR pixels). Check out the sample *opencv/samples/cpp/OpenEXRimages_HighDynamicRange_Retina_toneMapping.cpp* for similar processing. The following demonstration will only consider classical 8bit/channel images. The retina model output channels ================================ @@ -364,7 +364,7 @@ The most simple parameters are the following : **Note :** using color requires color channels multiplexing/demultipexing which requires more processing. You can expect much faster processing using gray levels : it would require around 30 product per pixel for all the retina processes and it has recently been parallelized for multicore architectures. Photo-receptors parameters -------------------------- +-------------------------- The following parameters act on the entry point of the retina - photo-receptors - and impact all the following processes. These sensors are low pass spatio-temporal filters that smooth temporal and spatial data and also adjust there sensitivity to local luminance thus improving details extraction and high frequency noise canceling. 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modules/contrib/doc/retina/index.rst | 49 ++- .../include/opencv2/contrib/retina.hpp | 132 +++---- modules/contrib/src/retina.cpp | 347 +++++++++++++++--- modules/contrib/src/retinacolor.cpp | 5 +- modules/contrib/src/retinacolor.hpp | 47 +++ ...es_HighDynamicRange_Retina_toneMapping.cpp | 4 +- ...hDynamicRange_Retina_toneMapping_video.cpp | 4 +- samples/cpp/retinaDemo.cpp | 4 +- 8 files changed, 422 insertions(+), 170 deletions(-) diff --git a/modules/contrib/doc/retina/index.rst b/modules/contrib/doc/retina/index.rst index 5c9509aaa..d10910199 100644 --- a/modules/contrib/doc/retina/index.rst +++ b/modules/contrib/doc/retina/index.rst @@ -22,9 +22,9 @@ The retina can be settled up with various parameters, by default, the retina can // parameters setup instance struct RetinaParameters; // this class is detailled later - // constructors - Retina (Size inputSize); - Retina (Size inputSize, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod=RETINA_COLOR_BAYER, const bool useRetinaLogSampling=false, const double reductionFactor=1.0, const double samplingStrenght=10.0); + // constructors (interfaces) + cv::Ptr createRetina (Size inputSize); + cv::Ptr createRetina (Size inputSize, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod=RETINA_COLOR_BAYER, const bool useRetinaLogSampling=false, const double reductionFactor=1.0, const double samplingStrenght=10.0); // main method for input frame processing void run (const Mat &inputImage); @@ -32,19 +32,19 @@ The retina can be settled up with various parameters, by default, the retina can // output buffers retreival methods // -> foveal color vision details channel with luminance and noise correction void getParvo (Mat &retinaOutput_parvo); - void getParvo (std::valarray< float > &retinaOutput_parvo); - const std::valarray< float > & getParvo () const; + void getParvoRAW (Mat &retinaOutput_parvo);// retreive original output buffers without any normalisation + const Mat getParvo () const;// retreive original output buffers without any normalisation // -> peripheral monochrome motion and events (transient information) channel void getMagno (Mat &retinaOutput_magno); - void getMagno (std::valarray< float > &retinaOutput_magno); - const std::valarray< float > & getMagno () const; + void getMagnoRAW (Mat &retinaOutput_magno); // retreive original output buffers without any normalisation + const Mat getMagno () const;// retreive original output buffers without any normalisation // reset retina buffers... equivalent to closing your eyes for some seconds void clearBuffers (); // retreive input and output buffers sizes - Size inputSize (); - Size outputSize (); + Size getInputSize (); + Size getOutputSize (); // setup methods with specific parameters specification of global xml config file loading/write void setup (std::string retinaParameterFile="", const bool applyDefaultSetupOnFailure=true); @@ -127,13 +127,13 @@ Methods description Here are detailled the main methods to control the retina model -Retina::Retina +Ptr::createRetina ++++++++++++++ -.. ocv:function:: Retina::Retina(Size inputSize) -.. ocv:function:: Retina::Retina(Size inputSize, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod = RETINA_COLOR_BAYER, const bool useRetinaLogSampling = false, const double reductionFactor = 1.0, const double samplingStrenght = 10.0 ) +.. ocv:function:: Ptr createRetina(Size inputSize) +.. ocv:function:: Ptr createRetina(Size inputSize, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod = RETINA_COLOR_BAYER, const bool useRetinaLogSampling = false, const double reductionFactor = 1.0, const double samplingStrenght = 10.0 ) - Constructors + Constructors from standardized interfaces : retreive a smart pointer to a Retina instance :param inputSize: the input frame size :param colorMode: the chosen processing mode : with or without color processing @@ -209,8 +209,21 @@ Retina::getParameters :return: the current parameters setup -Retina::inputSize -+++++++++++++++++ +Retina::getParvo/getMagno ++++++++++++++++++++++++++ + +.. ocv:function:: void getParvo(Mat parvoOutput) +.. ocv:function:: void getParvoRAW(Mat parvoOutput) +.. ocv:function:: Mat getParvoRAW() + Retrieve the Parvocellular channel (details with color) output normalized between range [0;255] if not 'RAW'. + +.. ocv:function:: void getParvo(Mat parvoOutput) +.. ocv:function:: void getParvoRAW(Mat parvoOutput) +.. ocv:function:: Mat getParvoRAW() + Retrieve the Magnocellular channel (transient events, grayscale) output normalized between range [0;255] if not 'RAW'. + +Retina::getInputSize +++++++++++++++++++++ .. ocv:function:: Size Retina::inputSize() @@ -218,8 +231,8 @@ Retina::inputSize :return: the retina input buffer size -Retina::outputSize -++++++++++++++++++ +Retina::getOutputSize ++++++++++++++++++++++ .. ocv:function:: Size Retina::outputSize() @@ -329,7 +342,7 @@ Parameters structure for better clarity, check explenations on the comments of m photoreceptorsTemporalConstant(0.5f),// the time constant of the first order low pass filter of the photoreceptors, use it to cut high temporal frequencies (noise or fast motion), unit is frames, typical value is 1 frame photoreceptorsSpatialConstant(0.53f),// the spatial constant of the first order low pass filter of the photoreceptors, use it to cut high spatial frequencies (noise or thick contours), unit is pixels, typical value is 1 pixel horizontalCellsGain(0.0f),//gain of the horizontal cells network, if 0, then the mean value of the output is zero, if the parameter is near 1, then, the luminance is not filtered and is still reachable at the output, typicall value is 0 - hcellsTemporalConstant(1.f),// the time constant of the first order low pass filter of the horizontal cells, use it to cut low temporal frequencies (local luminance variations), unit is frames, typical value is 1 frame, as the photoreceptors + hcellsTemporalConstant(1.f),// the time constant of the first order low pass filter of the horizontal cells, use it to cut low temporal frequencies (local luminance variations), unit is frames, typical value is 1 frame, as the photoreceptors. Reduce to 0.5 to limit retina after effects. hcellsSpatialConstant(7.f),//the spatial constant of the first order low pass filter of the horizontal cells, use it to cut low spatial frequencies (local luminance), unit is pixels, typical value is 5 pixel, this value is also used for local contrast computing when computing the local contrast adaptation at the ganglion cells level (Inner Plexiform Layer parvocellular channel model) ganglionCellsSensitivity(0.7f)//the compression strengh of the ganglion cells local adaptation output, set a value between 0.6 and 1 for best results, a high value increases more the low value sensitivity... and the output saturates faster, recommended value: 0.7 {};// default setup diff --git a/modules/contrib/include/opencv2/contrib/retina.hpp b/modules/contrib/include/opencv2/contrib/retina.hpp index 3ee291a8b..5c5a2d9af 100644 --- a/modules/contrib/include/opencv2/contrib/retina.hpp +++ b/modules/contrib/include/opencv2/contrib/retina.hpp @@ -110,7 +110,7 @@ class RetinaFilter; * _take a look at imagelogpolprojection.hpp to discover retina spatial log sampling which originates from Barthelemy Durette phd with Jeanny Herault. A Retina / V1 cortex projection is also proposed and originates from Jeanny's discussions. * ====> more informations in the above cited Jeanny Heraults's book. */ -class CV_EXPORTS Retina { +class CV_EXPORTS Retina : public Algorithm { public: @@ -147,33 +147,14 @@ public: }; /** - * Main constructor with most commun use setup : create an instance of color ready retina model - * @param inputSize : the input frame size - */ - Retina(Size inputSize); + * retreive retina input buffer size + */ + virtual Size getInputSize()=0; /** - * Complete Retina filter constructor which allows all basic structural parameters definition - * @param inputSize : the input frame size - * @param colorMode : the chosen processing mode : with or without color processing - * @param colorSamplingMethod: specifies which kind of color sampling will be used - * @param useRetinaLogSampling: activate retina log sampling, if true, the 2 following parameters can be used - * @param reductionFactor: only usefull if param useRetinaLogSampling=true, specifies the reduction factor of the output frame (as the center (fovea) is high resolution and corners can be underscaled, then a reduction of the output is allowed without precision leak - * @param samplingStrenght: only usefull if param useRetinaLogSampling=true, specifies the strenght of the log scale that is applied - */ - Retina(Size inputSize, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod=RETINA_COLOR_BAYER, const bool useRetinaLogSampling=false, const double reductionFactor=1.0, const double samplingStrenght=10.0); - - virtual ~Retina(); - - /** - * retreive retina input buffer size - */ - Size inputSize(); - - /** - * retreive retina output buffer size - */ - Size outputSize(); + * retreive retina output buffer size + */ + virtual Size getOutputSize()=0; /** * try to open an XML retina parameters file to adjust current retina instance setup @@ -182,7 +163,7 @@ public: * @param retinaParameterFile : the parameters filename * @param applyDefaultSetupOnFailure : set to true if an error must be thrown on error */ - void setup(std::string retinaParameterFile="", const bool applyDefaultSetupOnFailure=true); + virtual void setup(std::string retinaParameterFile="", const bool applyDefaultSetupOnFailure=true)=0; /** @@ -192,7 +173,7 @@ public: * @param fs : the open Filestorage which contains retina parameters * @param applyDefaultSetupOnFailure : set to true if an error must be thrown on error */ - void setup(cv::FileStorage &fs, const bool applyDefaultSetupOnFailure=true); + virtual void setup(cv::FileStorage &fs, const bool applyDefaultSetupOnFailure=true)=0; /** * try to open an XML retina parameters file to adjust current retina instance setup @@ -201,31 +182,31 @@ public: * @param newParameters : a parameters structures updated with the new target configuration * @param applyDefaultSetupOnFailure : set to true if an error must be thrown on error */ - void setup(RetinaParameters newParameters); + virtual void setup(RetinaParameters newParameters)=0; - /** - * @return the current parameters setup - */ - struct Retina::RetinaParameters getParameters(); + /** + * @return the current parameters setup + */ + virtual struct Retina::RetinaParameters getParameters()=0; /** * parameters setup display method * @return a string which contains formatted parameters information */ - const std::string printSetup(); + virtual const std::string printSetup()=0; /** * write xml/yml formated parameters information * @rparam fs : the filename of the xml file that will be open and writen with formatted parameters information */ - virtual void write( std::string fs ) const; + virtual void write( std::string fs ) const=0; /** * write xml/yml formated parameters information * @param fs : a cv::Filestorage object ready to be filled */ - virtual void write( FileStorage& fs ) const; + virtual void write( FileStorage& fs ) const=0; /** * setup the OPL and IPL parvo channels (see biologocal model) @@ -242,7 +223,7 @@ public: * @param HcellsSpatialConstant: the spatial constant of the first order low pass filter of the horizontal cells, use it to cut low spatial frequencies (local luminance), unit is pixels, typical value is 5 pixel, this value is also used for local contrast computing when computing the local contrast adaptation at the ganglion cells level (Inner Plexiform Layer parvocellular channel model) * @param ganglionCellsSensitivity: the compression strengh of the ganglion cells local adaptation output, set a value between 160 and 250 for best results, a high value increases more the low value sensitivity... and the output saturates faster, recommended value: 230 */ - void setupOPLandIPLParvoChannel(const bool colorMode=true, const bool normaliseOutput = true, const float photoreceptorsLocalAdaptationSensitivity=0.7, const float photoreceptorsTemporalConstant=0.5, const float photoreceptorsSpatialConstant=0.53, const float horizontalCellsGain=0, const float HcellsTemporalConstant=1, const float HcellsSpatialConstant=7, const float ganglionCellsSensitivity=0.7); + virtual void setupOPLandIPLParvoChannel(const bool colorMode=true, const bool normaliseOutput = true, const float photoreceptorsLocalAdaptationSensitivity=0.7, const float photoreceptorsTemporalConstant=0.5, const float photoreceptorsSpatialConstant=0.53, const float horizontalCellsGain=0, const float HcellsTemporalConstant=1, const float HcellsSpatialConstant=7, const float ganglionCellsSensitivity=0.7)=0; /** * set parameters values for the Inner Plexiform Layer (IPL) magnocellular channel @@ -256,41 +237,41 @@ public: * @param localAdaptintegration_tau: specifies the temporal constant of the low pas filter involved in the computation of the local "motion mean" for the local adaptation computation * @param localAdaptintegration_k: specifies the spatial constant of the low pas filter involved in the computation of the local "motion mean" for the local adaptation computation */ - void setupIPLMagnoChannel(const bool normaliseOutput = true, const float parasolCells_beta=0, const float parasolCells_tau=0, const float parasolCells_k=7, const float amacrinCellsTemporalCutFrequency=1.2, const float V0CompressionParameter=0.95, const float localAdaptintegration_tau=0, const float localAdaptintegration_k=7); + virtual void setupIPLMagnoChannel(const bool normaliseOutput = true, const float parasolCells_beta=0, const float parasolCells_tau=0, const float parasolCells_k=7, const float amacrinCellsTemporalCutFrequency=1.2, const float V0CompressionParameter=0.95, const float localAdaptintegration_tau=0, const float localAdaptintegration_k=7)=0; /** * method which allows retina to be applied on an input image, after run, encapsulated retina module is ready to deliver its outputs using dedicated acccessors, see getParvo and getMagno methods * @param inputImage : the input cv::Mat image to be processed, can be gray level or BGR coded in any format (from 8bit to 16bits) */ - void run(const Mat &inputImage); + virtual void run(const Mat &inputImage)=0; /** * accessor of the details channel of the retina (models foveal vision) * @param retinaOutput_parvo : the output buffer (reallocated if necessary), this output is rescaled for standard 8bits image processing use in OpenCV */ - void getParvo(Mat &retinaOutput_parvo); + virtual void getParvo(Mat &retinaOutput_parvo)=0; /** * accessor of the details channel of the retina (models foveal vision) - * @param retinaOutput_parvo : the output buffer (reallocated if necessary), this output is the original retina filter model output, without any quantification or rescaling + * @param retinaOutput_parvo : a cv::Mat header filled with the internal parvo buffer of the retina module. This output is the original retina filter model output, without any quantification or rescaling */ - void getParvo(std::valarray &retinaOutput_parvo); + virtual void getParvoRAW(Mat &retinaOutput_parvo)=0; /** * accessor of the motion channel of the retina (models peripheral vision) * @param retinaOutput_magno : the output buffer (reallocated if necessary), this output is rescaled for standard 8bits image processing use in OpenCV */ - void getMagno(Mat &retinaOutput_magno); + virtual void getMagno(Mat &retinaOutput_magno)=0; /** * accessor of the motion channel of the retina (models peripheral vision) - * @param retinaOutput_magno : the output buffer (reallocated if necessary), this output is the original retina filter model output, without any quantification or rescaling + * @param retinaOutput_magno : a cv::Mat header filled with the internal retina magno buffer of the retina module. This output is the original retina filter model output, without any quantification or rescaling */ - void getMagno(std::valarray &retinaOutput_magno); + virtual void getMagnoRAW(Mat &retinaOutput_magno)=0; - // original API level data accessors : get buffers addresses... - const std::valarray & getMagno() const; - const std::valarray & getParvo() const; + // original API level data accessors : get buffers addresses from a Mat header, similar to getParvoRAW and getMagnoRAW... + virtual const Mat getMagnoRAW() const=0; + virtual const Mat getParvoRAW() const=0; /** * activate color saturation as the final step of the color demultiplexing process @@ -298,58 +279,27 @@ public: * @param saturateColors: boolean that activates color saturation (if true) or desactivate (if false) * @param colorSaturationValue: the saturation factor */ - void setColorSaturation(const bool saturateColors=true, const float colorSaturationValue=4.0); + virtual void setColorSaturation(const bool saturateColors=true, const float colorSaturationValue=4.0)=0; /** * clear all retina buffers (equivalent to opening the eyes after a long period of eye close ;o) */ - void clearBuffers(); - - /** - * Activate/desactivate the Magnocellular pathway processing (motion information extraction), by default, it is activated - * @param activate: true if Magnocellular output should be activated, false if not - */ - void activateMovingContoursProcessing(const bool activate); - - /** - * Activate/desactivate the Parvocellular pathway processing (contours information extraction), by default, it is activated - * @param activate: true if Parvocellular (contours information extraction) output should be activated, false if not - */ - void activateContoursProcessing(const bool activate); - -protected: - // Parameteres setup members - RetinaParameters _retinaParameters; // structure of parameters - - // Retina model related modules - std::valarray _inputBuffer; //!< buffer used to convert input cv::Mat to internal retina buffers format (valarrays) - - // pointer to retina model - RetinaFilter* _retinaFilter; //!< the pointer to the retina module, allocated with instance construction + virtual void clearBuffers()=0; /** - * exports a valarray buffer outing from HVStools objects to a cv::Mat in CV_8UC1 (gray level picture) or CV_8UC3 (color) format - * @param grayMatrixToConvert the valarray to export to OpenCV - * @param nbRows : the number of rows of the valarray flatten matrix - * @param nbColumns : the number of rows of the valarray flatten matrix - * @param colorMode : a flag which mentions if matrix is color (true) or graylevel (false) - * @param outBuffer : the output matrix which is reallocated to satisfy Retina output buffer dimensions - */ - void _convertValarrayBuffer2cvMat(const std::valarray &grayMatrixToConvert, const unsigned int nbRows, const unsigned int nbColumns, const bool colorMode, Mat &outBuffer); + * Activate/desactivate the Magnocellular pathway processing (motion information extraction), by default, it is activated + * @param activate: true if Magnocellular output should be activated, false if not + */ + virtual void activateMovingContoursProcessing(const bool activate)=0; /** - * - * @param inputMatToConvert : the OpenCV cv::Mat that has to be converted to gray or RGB valarray buffer that will be processed by the retina model - * @param outputValarrayMatrix : the output valarray - * @return the input image color mode (color=true, gray levels=false) - */ - bool _convertCvMat2ValarrayBuffer(const cv::Mat inputMatToConvert, std::valarray &outputValarrayMatrix); - - //! private method called by constructors, gathers their parameters and use them in a unified way - void _init(const Size inputSize, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod=RETINA_COLOR_BAYER, const bool useRetinaLogSampling=false, const double reductionFactor=1.0, const double samplingStrenght=10.0); - - + * Activate/desactivate the Parvocellular pathway processing (contours information extraction), by default, it is activated + * @param activate: true if Parvocellular (contours information extraction) output should be activated, false if not + */ + virtual void activateContoursProcessing(const bool activate)=0; }; +Ptr createRetina(Size inputSize); +Ptr createRetina(Size inputSize, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod=RETINA_COLOR_BAYER, const bool useRetinaLogSampling=false, const double reductionFactor=1.0, const double samplingStrenght=10.0); } #endif /* __OPENCV_CONTRIB_RETINA_HPP__ */ diff --git a/modules/contrib/src/retina.cpp b/modules/contrib/src/retina.cpp index 146489687..7785fed79 100644 --- a/modules/contrib/src/retina.cpp +++ b/modules/contrib/src/retina.cpp @@ -75,19 +75,231 @@ namespace cv { -Retina::Retina(const cv::Size inputSz) +class RetinaImpl : public Retina +{ +public: + /** + * Main constructor with most commun use setup : create an instance of color ready retina model + * @param inputSize : the input frame size + */ + RetinaImpl(Size inputSize); + + /** + * Complete Retina filter constructor which allows all basic structural parameters definition + * @param inputSize : the input frame size + * @param colorMode : the chosen processing mode : with or without color processing + * @param colorSamplingMethod: specifies which kind of color sampling will be used + * @param useRetinaLogSampling: activate retina log sampling, if true, the 2 following parameters can be used + * @param reductionFactor: only usefull if param useRetinaLogSampling=true, specifies the reduction factor of the output frame (as the center (fovea) is high resolution and corners can be underscaled, then a reduction of the output is allowed without precision leak + * @param samplingStrenght: only usefull if param useRetinaLogSampling=true, specifies the strenght of the log scale that is applied + */ + RetinaImpl(Size inputSize, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod=RETINA_COLOR_BAYER, const bool useRetinaLogSampling=false, const double reductionFactor=1.0, const double samplingStrenght=10.0); + + virtual ~RetinaImpl(); + /** + * retreive retina input buffer size + */ + Size getInputSize(); + + /** + * retreive retina output buffer size + */ + Size getOutputSize(); + + /** + * try to open an XML retina parameters file to adjust current retina instance setup + * => if the xml file does not exist, then default setup is applied + * => warning, Exceptions are thrown if read XML file is not valid + * @param retinaParameterFile : the parameters filename + * @param applyDefaultSetupOnFailure : set to true if an error must be thrown on error + */ + void setup(std::string retinaParameterFile="", const bool applyDefaultSetupOnFailure=true); + + + /** + * try to open an XML retina parameters file to adjust current retina instance setup + * => if the xml file does not exist, then default setup is applied + * => warning, Exceptions are thrown if read XML file is not valid + * @param fs : the open Filestorage which contains retina parameters + * @param applyDefaultSetupOnFailure : set to true if an error must be thrown on error + */ + void setup(cv::FileStorage &fs, const bool applyDefaultSetupOnFailure=true); + + /** + * try to open an XML retina parameters file to adjust current retina instance setup + * => if the xml file does not exist, then default setup is applied + * => warning, Exceptions are thrown if read XML file is not valid + * @param newParameters : a parameters structures updated with the new target configuration + * @param applyDefaultSetupOnFailure : set to true if an error must be thrown on error + */ + void setup(Retina::RetinaParameters newParameters); + + /** + * @return the current parameters setup + */ + struct Retina::RetinaParameters getParameters(); + + /** + * parameters setup display method + * @return a string which contains formatted parameters information + */ + const std::string printSetup(); + + /** + * write xml/yml formated parameters information + * @rparam fs : the filename of the xml file that will be open and writen with formatted parameters information + */ + virtual void write( std::string fs ) const; + + + /** + * write xml/yml formated parameters information + * @param fs : a cv::Filestorage object ready to be filled + */ + virtual void write( FileStorage& fs ) const; + + /** + * setup the OPL and IPL parvo channels (see biologocal model) + * OPL is referred as Outer Plexiform Layer of the retina, it allows the spatio-temporal filtering which withens the spectrum and reduces spatio-temporal noise while attenuating global luminance (low frequency energy) + * IPL parvo is the OPL next processing stage, it refers to Inner Plexiform layer of the retina, it allows high contours sensitivity in foveal vision. + * for more informations, please have a look at the paper Benoit A., Caplier A., Durette B., Herault, J., "USING HUMAN VISUAL SYSTEM MODELING FOR BIO-INSPIRED LOW LEVEL IMAGE PROCESSING", Elsevier, Computer Vision and Image Understanding 114 (2010), pp. 758-773, DOI: http://dx.doi.org/10.1016/j.cviu.2010.01.011 + * @param colorMode : specifies if (true) color is processed of not (false) to then processing gray level image + * @param normaliseOutput : specifies if (true) output is rescaled between 0 and 255 of not (false) + * @param photoreceptorsLocalAdaptationSensitivity: the photoreceptors sensitivity renage is 0-1 (more log compression effect when value increases) + * @param photoreceptorsTemporalConstant: the time constant of the first order low pass filter of the photoreceptors, use it to cut high temporal frequencies (noise or fast motion), unit is frames, typical value is 1 frame + * @param photoreceptorsSpatialConstant: the spatial constant of the first order low pass filter of the photoreceptors, use it to cut high spatial frequencies (noise or thick contours), unit is pixels, typical value is 1 pixel + * @param horizontalCellsGain: gain of the horizontal cells network, if 0, then the mean value of the output is zero, if the parameter is near 1, then, the luminance is not filtered and is still reachable at the output, typicall value is 0 + * @param HcellsTemporalConstant: the time constant of the first order low pass filter of the horizontal cells, use it to cut low temporal frequencies (local luminance variations), unit is frames, typical value is 1 frame, as the photoreceptors + * @param HcellsSpatialConstant: the spatial constant of the first order low pass filter of the horizontal cells, use it to cut low spatial frequencies (local luminance), unit is pixels, typical value is 5 pixel, this value is also used for local contrast computing when computing the local contrast adaptation at the ganglion cells level (Inner Plexiform Layer parvocellular channel model) + * @param ganglionCellsSensitivity: the compression strengh of the ganglion cells local adaptation output, set a value between 160 and 250 for best results, a high value increases more the low value sensitivity... and the output saturates faster, recommended value: 230 + */ + void setupOPLandIPLParvoChannel(const bool colorMode=true, const bool normaliseOutput = true, const float photoreceptorsLocalAdaptationSensitivity=0.7, const float photoreceptorsTemporalConstant=0.5, const float photoreceptorsSpatialConstant=0.53, const float horizontalCellsGain=0, const float HcellsTemporalConstant=1, const float HcellsSpatialConstant=7, const float ganglionCellsSensitivity=0.7); + + /** + * set parameters values for the Inner Plexiform Layer (IPL) magnocellular channel + * this channel processes signals outpint from OPL processing stage in peripheral vision, it allows motion information enhancement. It is decorrelated from the details channel. See reference paper for more details. + * @param normaliseOutput : specifies if (true) output is rescaled between 0 and 255 of not (false) + * @param parasolCells_beta: the low pass filter gain used for local contrast adaptation at the IPL level of the retina (for ganglion cells local adaptation), typical value is 0 + * @param parasolCells_tau: the low pass filter time constant used for local contrast adaptation at the IPL level of the retina (for ganglion cells local adaptation), unit is frame, typical value is 0 (immediate response) + * @param parasolCells_k: the low pass filter spatial constant used for local contrast adaptation at the IPL level of the retina (for ganglion cells local adaptation), unit is pixels, typical value is 5 + * @param amacrinCellsTemporalCutFrequency: the time constant of the first order high pass fiter of the magnocellular way (motion information channel), unit is frames, tipicall value is 5 + * @param V0CompressionParameter: the compression strengh of the ganglion cells local adaptation output, set a value between 160 and 250 for best results, a high value increases more the low value sensitivity... and the output saturates faster, recommended value: 200 + * @param localAdaptintegration_tau: specifies the temporal constant of the low pas filter involved in the computation of the local "motion mean" for the local adaptation computation + * @param localAdaptintegration_k: specifies the spatial constant of the low pas filter involved in the computation of the local "motion mean" for the local adaptation computation + */ + void setupIPLMagnoChannel(const bool normaliseOutput = true, const float parasolCells_beta=0, const float parasolCells_tau=0, const float parasolCells_k=7, const float amacrinCellsTemporalCutFrequency=1.2, const float V0CompressionParameter=0.95, const float localAdaptintegration_tau=0, const float localAdaptintegration_k=7); + + /** + * method which allows retina to be applied on an input image, after run, encapsulated retina module is ready to deliver its outputs using dedicated acccessors, see getParvo and getMagno methods + * @param inputImage : the input cv::Mat image to be processed, can be gray level or BGR coded in any format (from 8bit to 16bits) + */ + void run(const Mat &inputImage); + + /** + * accessor of the details channel of the retina (models foveal vision) + * @param retinaOutput_parvo : the output buffer (reallocated if necessary), this output is rescaled for standard 8bits image processing use in OpenCV + */ + void getParvo(Mat &retinaOutput_parvo); + + /** + * accessor of the details channel of the retina (models foveal vision) + * @param retinaOutput_parvo : a cv::Mat header filled with the internal parvo buffer of the retina module. This output is the original retina filter model output, without any quantification or rescaling + */ + void getParvoRAW(Mat &retinaOutput_parvo); + + /** + * accessor of the motion channel of the retina (models peripheral vision) + * @param retinaOutput_magno : the output buffer (reallocated if necessary), this output is rescaled for standard 8bits image processing use in OpenCV + */ + void getMagno(Mat &retinaOutput_magno); + + /** + * accessor of the motion channel of the retina (models peripheral vision) + * @param retinaOutput_magno : a cv::Mat header filled with the internal retina magno buffer of the retina module. This output is the original retina filter model output, without any quantification or rescaling + */ + void getMagnoRAW(Mat &retinaOutput_magno); + + // original API level data accessors : get buffers addresses from a Mat header, similar to getParvoRAW and getMagnoRAW... + const Mat getMagnoRAW() const; + const Mat getParvoRAW() const; + + /** + * activate color saturation as the final step of the color demultiplexing process + * -> this saturation is a sigmoide function applied to each channel of the demultiplexed image. + * @param saturateColors: boolean that activates color saturation (if true) or desactivate (if false) + * @param colorSaturationValue: the saturation factor + */ + void setColorSaturation(const bool saturateColors=true, const float colorSaturationValue=4.0); + + /** + * clear all retina buffers (equivalent to opening the eyes after a long period of eye close ;o) + */ + void clearBuffers(); + + /** + * Activate/desactivate the Magnocellular pathway processing (motion information extraction), by default, it is activated + * @param activate: true if Magnocellular output should be activated, false if not + */ + void activateMovingContoursProcessing(const bool activate); + + /** + * Activate/desactivate the Parvocellular pathway processing (contours information extraction), by default, it is activated + * @param activate: true if Parvocellular (contours information extraction) output should be activated, false if not + */ + void activateContoursProcessing(const bool activate); +private: + + // Parameteres setup members + RetinaParameters _retinaParameters; // structure of parameters + + // Retina model related modules + std::valarray _inputBuffer; //!< buffer used to convert input cv::Mat to internal retina buffers format (valarrays) + + // pointer to retina model + RetinaFilter* _retinaFilter; //!< the pointer to the retina module, allocated with instance construction + + /** + * exports a valarray buffer outing from HVStools objects to a cv::Mat in CV_8UC1 (gray level picture) or CV_8UC3 (color) format + * @param grayMatrixToConvert the valarray to export to OpenCV + * @param nbRows : the number of rows of the valarray flatten matrix + * @param nbColumns : the number of rows of the valarray flatten matrix + * @param colorMode : a flag which mentions if matrix is color (true) or graylevel (false) + * @param outBuffer : the output matrix which is reallocated to satisfy Retina output buffer dimensions + */ + void _convertValarrayBuffer2cvMat(const std::valarray &grayMatrixToConvert, const unsigned int nbRows, const unsigned int nbColumns, const bool colorMode, Mat &outBuffer); + + /** + * + * @param inputMatToConvert : the OpenCV cv::Mat that has to be converted to gray or RGB valarray buffer that will be processed by the retina model + * @param outputValarrayMatrix : the output valarray + * @return the input image color mode (color=true, gray levels=false) + */ + bool _convertCvMat2ValarrayBuffer(const cv::Mat inputMatToConvert, std::valarray &outputValarrayMatrix); + + //! private method called by constructors, gathers their parameters and use them in a unified way + void _init(const Size inputSize, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod=RETINA_COLOR_BAYER, const bool useRetinaLogSampling=false, const double reductionFactor=1.0, const double samplingStrenght=10.0); + + +}; + +// smart pointers allocation : +Ptr createRetina(Size inputSize){ return new RetinaImpl(inputSize); } +Ptr createRetina(Size inputSize, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod, const bool useRetinaLogSampling, const double reductionFactor, const double samplingStrenght){return new RetinaImpl(inputSize, colorMode, colorSamplingMethod, useRetinaLogSampling, reductionFactor, samplingStrenght);} + +// RetinaImpl code +RetinaImpl::RetinaImpl(const cv::Size inputSz) { _retinaFilter = 0; _init(inputSz, true, RETINA_COLOR_BAYER, false); } -Retina::Retina(const cv::Size inputSz, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod, const bool useRetinaLogSampling, const double reductionFactor, const double samplingStrenght) +RetinaImpl::RetinaImpl(const cv::Size inputSz, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod, const bool useRetinaLogSampling, const double reductionFactor, const double samplingStrenght) { _retinaFilter = 0; _init(inputSz, colorMode, colorSamplingMethod, useRetinaLogSampling, reductionFactor, samplingStrenght); }; -Retina::~Retina() +RetinaImpl::~RetinaImpl() { if (_retinaFilter) delete _retinaFilter; @@ -96,23 +308,23 @@ Retina::~Retina() /** * retreive retina input buffer size */ -Size Retina::inputSize(){return cv::Size(_retinaFilter->getInputNBcolumns(), _retinaFilter->getInputNBrows());} +Size RetinaImpl::getInputSize(){return cv::Size(_retinaFilter->getInputNBcolumns(), _retinaFilter->getInputNBrows());} /** * retreive retina output buffer size */ -Size Retina::outputSize(){return cv::Size(_retinaFilter->getOutputNBcolumns(), _retinaFilter->getOutputNBrows());} +Size RetinaImpl::getOutputSize(){return cv::Size(_retinaFilter->getOutputNBcolumns(), _retinaFilter->getOutputNBrows());} -void Retina::setColorSaturation(const bool saturateColors, const float colorSaturationValue) +void RetinaImpl::setColorSaturation(const bool saturateColors, const float colorSaturationValue) { _retinaFilter->setColorSaturation(saturateColors, colorSaturationValue); } -struct Retina::RetinaParameters Retina::getParameters(){return _retinaParameters;} +struct Retina::RetinaParameters RetinaImpl::getParameters(){return _retinaParameters;} -void Retina::setup(std::string retinaParameterFile, const bool applyDefaultSetupOnFailure) +void RetinaImpl::setup(std::string retinaParameterFile, const bool applyDefaultSetupOnFailure) { try { @@ -121,10 +333,10 @@ void Retina::setup(std::string retinaParameterFile, const bool applyDefaultSetup setup(fs, applyDefaultSetupOnFailure); }catch(Exception &e) { - std::cout<<"Retina::setup: wrong/unappropriate xml parameter file : error report :`n=>"<"<"<"< keeping current parameters"< colorMode : " << _retinaParameters.OPLandIplParvo.colorMode - << "\n==> normalizeParvoOutput :" << _retinaParameters.OPLandIplParvo.normaliseOutput - << "\n==> photoreceptorsLocalAdaptationSensitivity : " << _retinaParameters.OPLandIplParvo.photoreceptorsLocalAdaptationSensitivity - << "\n==> photoreceptorsTemporalConstant : " << _retinaParameters.OPLandIplParvo.photoreceptorsTemporalConstant - << "\n==> photoreceptorsSpatialConstant : " << _retinaParameters.OPLandIplParvo.photoreceptorsSpatialConstant - << "\n==> horizontalCellsGain : " << _retinaParameters.OPLandIplParvo.horizontalCellsGain - << "\n==> hcellsTemporalConstant : " << _retinaParameters.OPLandIplParvo.hcellsTemporalConstant - << "\n==> hcellsSpatialConstant : " << _retinaParameters.OPLandIplParvo.hcellsSpatialConstant - << "\n==> parvoGanglionCellsSensitivity : " << _retinaParameters.OPLandIplParvo.ganglionCellsSensitivity + << "\n\t colorMode : " << _retinaParameters.OPLandIplParvo.colorMode + << "\n\t normalizeParvoOutput :" << _retinaParameters.OPLandIplParvo.normaliseOutput + << "\n\t photoreceptorsLocalAdaptationSensitivity : " << _retinaParameters.OPLandIplParvo.photoreceptorsLocalAdaptationSensitivity + << "\n\t photoreceptorsTemporalConstant : " << _retinaParameters.OPLandIplParvo.photoreceptorsTemporalConstant + << "\n\t photoreceptorsSpatialConstant : " << _retinaParameters.OPLandIplParvo.photoreceptorsSpatialConstant + << "\n\t horizontalCellsGain : " << _retinaParameters.OPLandIplParvo.horizontalCellsGain + << "\n\t hcellsTemporalConstant : " << _retinaParameters.OPLandIplParvo.hcellsTemporalConstant + << "\n\t hcellsSpatialConstant : " << _retinaParameters.OPLandIplParvo.hcellsSpatialConstant + << "\n\t parvoGanglionCellsSensitivity : " << _retinaParameters.OPLandIplParvo.ganglionCellsSensitivity <<"}\n"; // displaying IPL magno setup outmessage<<"Current Retina instance setup :" <<"\nIPLmagno"<<"{" - << "\n==> normaliseOutput : " << _retinaParameters.IplMagno.normaliseOutput - << "\n==> parasolCells_beta : " << _retinaParameters.IplMagno.parasolCells_beta - << "\n==> parasolCells_tau : " << _retinaParameters.IplMagno.parasolCells_tau - << "\n==> parasolCells_k : " << _retinaParameters.IplMagno.parasolCells_k - << "\n==> amacrinCellsTemporalCutFrequency : " << _retinaParameters.IplMagno.amacrinCellsTemporalCutFrequency - << "\n==> V0CompressionParameter : " << _retinaParameters.IplMagno.V0CompressionParameter - << "\n==> localAdaptintegration_tau : " << _retinaParameters.IplMagno.localAdaptintegration_tau - << "\n==> localAdaptintegration_k : " << _retinaParameters.IplMagno.localAdaptintegration_k + << "\n\t normaliseOutput : " << _retinaParameters.IplMagno.normaliseOutput + << "\n\t parasolCells_beta : " << _retinaParameters.IplMagno.parasolCells_beta + << "\n\t parasolCells_tau : " << _retinaParameters.IplMagno.parasolCells_tau + << "\n\t parasolCells_k : " << _retinaParameters.IplMagno.parasolCells_k + << "\n\t amacrinCellsTemporalCutFrequency : " << _retinaParameters.IplMagno.amacrinCellsTemporalCutFrequency + << "\n\t V0CompressionParameter : " << _retinaParameters.IplMagno.V0CompressionParameter + << "\n\t localAdaptintegration_tau : " << _retinaParameters.IplMagno.localAdaptintegration_tau + << "\n\t localAdaptintegration_k : " << _retinaParameters.IplMagno.localAdaptintegration_k <<"}"; return outmessage.str(); } -void Retina::write( std::string fs ) const +void RetinaImpl::write( std::string fs ) const { FileStorage parametersSaveFile(fs, cv::FileStorage::WRITE ); write(parametersSaveFile); } -void Retina::write( FileStorage& fs ) const +void RetinaImpl::write( FileStorage& fs ) const { if (!fs.isOpened()) return; // basic error case @@ -265,7 +477,7 @@ void Retina::write( FileStorage& fs ) const fs<<"}"; } -void Retina::setupOPLandIPLParvoChannel(const bool colorMode, const bool normaliseOutput, const float photoreceptorsLocalAdaptationSensitivity, const float photoreceptorsTemporalConstant, const float photoreceptorsSpatialConstant, const float horizontalCellsGain, const float HcellsTemporalConstant, const float HcellsSpatialConstant, const float ganglionCellsSensitivity) +void RetinaImpl::setupOPLandIPLParvoChannel(const bool colorMode, const bool normaliseOutput, const float photoreceptorsLocalAdaptationSensitivity, const float photoreceptorsTemporalConstant, const float photoreceptorsSpatialConstant, const float horizontalCellsGain, const float HcellsTemporalConstant, const float HcellsSpatialConstant, const float ganglionCellsSensitivity) { // retina core parameters setup _retinaFilter->setColorMode(colorMode); @@ -288,7 +500,7 @@ void Retina::setupOPLandIPLParvoChannel(const bool colorMode, const bool normali } -void Retina::setupIPLMagnoChannel(const bool normaliseOutput, const float parasolCells_beta, const float parasolCells_tau, const float parasolCells_k, const float amacrinCellsTemporalCutFrequency, const float V0CompressionParameter, const float localAdaptintegration_tau, const float localAdaptintegration_k) +void RetinaImpl::setupIPLMagnoChannel(const bool normaliseOutput, const float parasolCells_beta, const float parasolCells_tau, const float parasolCells_k, const float amacrinCellsTemporalCutFrequency, const float V0CompressionParameter, const float localAdaptintegration_tau, const float localAdaptintegration_k) { _retinaFilter->setMagnoCoefficientsTable(parasolCells_beta, parasolCells_tau, parasolCells_k, amacrinCellsTemporalCutFrequency, V0CompressionParameter, localAdaptintegration_tau, localAdaptintegration_k); @@ -305,16 +517,16 @@ void Retina::setupIPLMagnoChannel(const bool normaliseOutput, const float paraso _retinaParameters.IplMagno.localAdaptintegration_k = localAdaptintegration_k; } -void Retina::run(const cv::Mat &inputMatToConvert) +void RetinaImpl::run(const cv::Mat &inputMatToConvert) { // first convert input image to the compatible format : std::valarray const bool colorMode = _convertCvMat2ValarrayBuffer(inputMatToConvert, _inputBuffer); // process the retina if (!_retinaFilter->runFilter(_inputBuffer, colorMode, false, _retinaParameters.OPLandIplParvo.colorMode && colorMode, false)) - throw cv::Exception(-1, "Retina cannot be applied, wrong input buffer size", "Retina::run", "Retina.h", 0); + throw cv::Exception(-1, "RetinaImpl cannot be applied, wrong input buffer size", "RetinaImpl::run", "RetinaImpl.h", 0); } -void Retina::getParvo(cv::Mat &retinaOutput_parvo) +void RetinaImpl::getParvo(cv::Mat &retinaOutput_parvo) { if (_retinaFilter->getColorMode()) { @@ -327,26 +539,53 @@ void Retina::getParvo(cv::Mat &retinaOutput_parvo) } //retinaOutput_parvo/=255.0; } -void Retina::getMagno(cv::Mat &retinaOutput_magno) +void RetinaImpl::getMagno(cv::Mat &retinaOutput_magno) { // reallocate output buffer (if necessary) _convertValarrayBuffer2cvMat(_retinaFilter->getMovingContours(), _retinaFilter->getOutputNBrows(), _retinaFilter->getOutputNBcolumns(), false, retinaOutput_magno); //retinaOutput_magno/=255.0; } -// original API level data accessors : copy buffers if size matches -void Retina::getMagno(std::valarray &magnoOutputBufferCopy){if (magnoOutputBufferCopy.size()==_retinaFilter->getMovingContours().size()) magnoOutputBufferCopy = _retinaFilter->getMovingContours();} -void Retina::getParvo(std::valarray &parvoOutputBufferCopy){if (parvoOutputBufferCopy.size()==_retinaFilter->getContours().size()) parvoOutputBufferCopy = _retinaFilter->getContours();} +// original API level data accessors : copy buffers if size matches, reallocate if required +void RetinaImpl::getMagnoRAW(cv::Mat &magnoOutputBufferCopy){ + // get magno channel header + const cv::Mat magnoChannel=cv::Mat(getMagnoRAW()); + // copy data + magnoChannel.copyTo(magnoOutputBufferCopy); +} + +void RetinaImpl::getParvoRAW(cv::Mat &parvoOutputBufferCopy){ + // get parvo channel header + const cv::Mat parvoChannel=cv::Mat(getMagnoRAW()); + // copy data + parvoChannel.copyTo(parvoOutputBufferCopy); +} + // original API level data accessors : get buffers addresses... -const std::valarray & Retina::getMagno() const {return _retinaFilter->getMovingContours();} -const std::valarray & Retina::getParvo() const {if (_retinaFilter->getColorMode())return _retinaFilter->getColorOutput(); /* implicite else */return _retinaFilter->getContours();} +const Mat RetinaImpl::getMagnoRAW() const { + // create a cv::Mat header for the valarray + //const cv::Mat output= + return Mat(_retinaFilter->getMovingContours().size(),1, CV_32F, (void*)&_retinaFilter->getMovingContours()[0]); + +} + +const Mat RetinaImpl::getParvoRAW() const { + if (_retinaFilter->getColorMode()) // check if color mode is enabled + { + // create a cv::Mat table (for RGB planes as a single vector) + return Mat(_retinaFilter->getColorOutput().size(), 1, CV_32F, (void*)&_retinaFilter->getColorOutput()[0]); + } + // otherwise, output is gray level + // create a cv::Mat header for the valarray + return Mat( _retinaFilter->getContours().size(), 1, CV_32F, (void*)&_retinaFilter->getContours()[0]); +} // private method called by constructirs -void Retina::_init(const cv::Size inputSz, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod, const bool useRetinaLogSampling, const double reductionFactor, const double samplingStrenght) +void RetinaImpl::_init(const cv::Size inputSz, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod, const bool useRetinaLogSampling, const double reductionFactor, const double samplingStrenght) { // basic error check if (inputSz.height*inputSz.width <= 0) - throw cv::Exception(-1, "Bad retina size setup : size height and with must be superior to zero", "Retina::setup", "Retina.h", 0); + throw cv::Exception(-1, "Bad retina size setup : size height and with must be superior to zero", "RetinaImpl::setup", "RetinaImpl.h", 0); unsigned int nbPixels=inputSz.height*inputSz.width; // resize buffers if size does not match @@ -367,7 +606,7 @@ void Retina::_init(const cv::Size inputSz, const bool colorMode, RETINA_COLORSAM std::cout< &grayMatrixToConvert, const unsigned int nbRows, const unsigned int nbColumns, const bool colorMode, cv::Mat &outBuffer) +void RetinaImpl::_convertValarrayBuffer2cvMat(const std::valarray &grayMatrixToConvert, const unsigned int nbRows, const unsigned int nbColumns, const bool colorMode, cv::Mat &outBuffer) { // fill output buffer with the valarray buffer const float *valarrayPTR=get_data(grayMatrixToConvert); @@ -402,11 +641,11 @@ void Retina::_convertValarrayBuffer2cvMat(const std::valarray &grayMatrix } } -bool Retina::_convertCvMat2ValarrayBuffer(const cv::Mat inputMatToConvert, std::valarray &outputValarrayMatrix) +bool RetinaImpl::_convertCvMat2ValarrayBuffer(const cv::Mat inputMatToConvert, std::valarray &outputValarrayMatrix) { // first check input consistency if (inputMatToConvert.empty()) - throw cv::Exception(-1, "Retina cannot be applied, input buffer is empty", "Retina::run", "Retina.h", 0); + throw cv::Exception(-1, "RetinaImpl cannot be applied, input buffer is empty", "RetinaImpl::run", "RetinaImpl.h", 0); // retreive color mode from image input int imageNumberOfChannels = inputMatToConvert.channels(); @@ -453,11 +692,11 @@ bool Retina::_convertCvMat2ValarrayBuffer(const cv::Mat inputMatToConvert, std:: return imageNumberOfChannels>1; // return bool : false for gray level image processing, true for color mode } -void Retina::clearBuffers() {_retinaFilter->clearAllBuffers();} +void RetinaImpl::clearBuffers() {_retinaFilter->clearAllBuffers();} -void Retina::activateMovingContoursProcessing(const bool activate){_retinaFilter->activateMovingContoursProcessing(activate);} +void RetinaImpl::activateMovingContoursProcessing(const bool activate){_retinaFilter->activateMovingContoursProcessing(activate);} -void Retina::activateContoursProcessing(const bool activate){_retinaFilter->activateContoursProcessing(activate);} +void RetinaImpl::activateContoursProcessing(const bool activate){_retinaFilter->activateContoursProcessing(activate);} } // end of namespace cv diff --git a/modules/contrib/src/retinacolor.cpp b/modules/contrib/src/retinacolor.cpp index d138582ce..c7c7d4a75 100644 --- a/modules/contrib/src/retinacolor.cpp +++ b/modules/contrib/src/retinacolor.cpp @@ -338,8 +338,11 @@ void RetinaColor::runColorDemultiplexing(const std::valarray &multiplexed } // compute the gradient of the luminance +#ifndef MAKE_PARALLEL // call the TemplateBuffer TBB clipping method + cv::parallel_for_(cv::Range(2,_filterOutput.getNBrows()-2), Parallel_computeGradient(_filterOutput.getNBcolumns(), _filterOutput.getNBrows(), &(*_luminance)[0], &_imageGradient[0])); +#else _computeGradient(&(*_luminance)[0]); - +#endif // adaptively filter the submosaics to get the adaptive densities, here the buffer _chrominance is used as a temp buffer _adaptiveSpatialLPfilter(&_RGBmosaic[0], &_chrominance[0]); _adaptiveSpatialLPfilter(&_RGBmosaic[0]+_filterOutput.getNBpixels(), &_chrominance[0]+_filterOutput.getNBpixels()); diff --git a/modules/contrib/src/retinacolor.hpp b/modules/contrib/src/retinacolor.hpp index 056d006e4..f9b53d3d0 100644 --- a/modules/contrib/src/retinacolor.hpp +++ b/modules/contrib/src/retinacolor.hpp @@ -333,6 +333,53 @@ namespace cv } } }; + + class Parallel_computeGradient: public cv::ParallelLoopBody + { + private: + float *imageGradient; + const float *luminance; + unsigned int nbColumns, doubleNbColumns, nbRows, nbPixels; + public: + Parallel_computeGradient(const unsigned int nbCols, const unsigned int nbRws, const float *lum, float *imageGrad) + :imageGradient(imageGrad), luminance(lum), nbColumns(nbCols), doubleNbColumns(2*nbCols), nbRows(nbRws), nbPixels(nbRws*nbCols){}; + + virtual void operator()( const Range& r ) const { + for (int idLine=r.start;idLine!=r.end;++idLine) + { + for (unsigned int idColumn=2;idColumn else allocate "classical" retina : - retina = new cv::Retina(inputImage.size()); + retina = cv::createRetina(inputImage.size()); // save default retina parameters file in order to let you see this and maybe modify it and reload using method "setup" retina->write("RetinaDefaultParameters.xml"); diff --git a/samples/cpp/OpenEXRimages_HighDynamicRange_Retina_toneMapping_video.cpp b/samples/cpp/OpenEXRimages_HighDynamicRange_Retina_toneMapping_video.cpp index 7c47fcf66..371d037d1 100644 --- a/samples/cpp/OpenEXRimages_HighDynamicRange_Retina_toneMapping_video.cpp +++ b/samples/cpp/OpenEXRimages_HighDynamicRange_Retina_toneMapping_video.cpp @@ -279,10 +279,10 @@ static void loadNewFrame(const std::string filenamePrototype, const int currentF */ if (useLogSampling) { - retina = new cv::Retina(inputImage.size(),true, cv::RETINA_COLOR_BAYER, true, 2.0, 10.0); + retina = cv::createRetina(inputImage.size(),true, cv::RETINA_COLOR_BAYER, true, 2.0, 10.0); } else// -> else allocate "classical" retina : - retina = new cv::Retina(inputImage.size()); + retina = cv::createRetina(inputImage.size()); // save default retina parameters file in order to let you see this and maybe modify it and reload using method "setup" retina->write("RetinaDefaultParameters.xml"); diff --git a/samples/cpp/retinaDemo.cpp b/samples/cpp/retinaDemo.cpp index 7b8d81a49..dbbf69093 100644 --- a/samples/cpp/retinaDemo.cpp +++ b/samples/cpp/retinaDemo.cpp @@ -110,10 +110,10 @@ int main(int argc, char* argv[]) { // if the last parameter is 'log', then activate log sampling (favour foveal vision and subsamples peripheral vision) if (useLogSampling) { - myRetina = new cv::Retina(inputFrame.size(), true, cv::RETINA_COLOR_BAYER, true, 2.0, 10.0); + myRetina = cv::createRetina(inputFrame.size(), true, cv::RETINA_COLOR_BAYER, true, 2.0, 10.0); } else// -> else allocate "classical" retina : - myRetina = new cv::Retina(inputFrame.size()); + myRetina = cv::createRetina(inputFrame.size()); // save default retina parameters file in order to let you see this and maybe modify it and reload using method "setup" myRetina->write("RetinaDefaultParameters.xml"); From 3b15eefcadc831904a9706fa2a0f5c8d59e13754 Mon Sep 17 00:00:00 2001 From: alexandre benoit Date: Sat, 27 Apr 2013 21:22:57 +0200 Subject: [PATCH 10/25] forgot method name update --- modules/contrib/doc/retina/index.rst | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/modules/contrib/doc/retina/index.rst b/modules/contrib/doc/retina/index.rst index d10910199..7ec8a0f32 100644 --- a/modules/contrib/doc/retina/index.rst +++ b/modules/contrib/doc/retina/index.rst @@ -33,11 +33,11 @@ The retina can be settled up with various parameters, by default, the retina can // -> foveal color vision details channel with luminance and noise correction void getParvo (Mat &retinaOutput_parvo); void getParvoRAW (Mat &retinaOutput_parvo);// retreive original output buffers without any normalisation - const Mat getParvo () const;// retreive original output buffers without any normalisation + const Mat getParvoRAW () const;// retreive original output buffers without any normalisation // -> peripheral monochrome motion and events (transient information) channel void getMagno (Mat &retinaOutput_magno); void getMagnoRAW (Mat &retinaOutput_magno); // retreive original output buffers without any normalisation - const Mat getMagno () const;// retreive original output buffers without any normalisation + const Mat getMagnoRAW () const;// retreive original output buffers without any normalisation // reset retina buffers... equivalent to closing your eyes for some seconds void clearBuffers (); From 737046916cab5105f9f8bc8fb12857ceb5802a09 Mon Sep 17 00:00:00 2001 From: alexandre benoit Date: Sat, 27 Apr 2013 21:30:35 +0200 Subject: [PATCH 11/25] activated parallelized gradient computation --- modules/contrib/src/retinacolor.cpp | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/modules/contrib/src/retinacolor.cpp b/modules/contrib/src/retinacolor.cpp index c7c7d4a75..92cba47af 100644 --- a/modules/contrib/src/retinacolor.cpp +++ b/modules/contrib/src/retinacolor.cpp @@ -338,7 +338,7 @@ void RetinaColor::runColorDemultiplexing(const std::valarray &multiplexed } // compute the gradient of the luminance -#ifndef MAKE_PARALLEL // call the TemplateBuffer TBB clipping method +#ifdef MAKE_PARALLEL // call the TemplateBuffer TBB clipping method cv::parallel_for_(cv::Range(2,_filterOutput.getNBrows()-2), Parallel_computeGradient(_filterOutput.getNBcolumns(), _filterOutput.getNBrows(), &(*_luminance)[0], &_imageGradient[0])); #else _computeGradient(&(*_luminance)[0]); From ea1a64477f852285c15e29bdd1e8f536f7e3f737 Mon Sep 17 00:00:00 2001 From: alexandre benoit Date: Sat, 27 Apr 2013 22:39:28 +0200 Subject: [PATCH 12/25] updated tutorial with new retina interface use --- samples/cpp/tutorial_code/contrib/retina_tutorial.cpp | 4 ++-- 1 file changed, 2 insertions(+), 2 deletions(-) diff --git a/samples/cpp/tutorial_code/contrib/retina_tutorial.cpp b/samples/cpp/tutorial_code/contrib/retina_tutorial.cpp index e1ee118af..c0cd5f42f 100644 --- a/samples/cpp/tutorial_code/contrib/retina_tutorial.cpp +++ b/samples/cpp/tutorial_code/contrib/retina_tutorial.cpp @@ -99,10 +99,10 @@ int main(int argc, char* argv[]) { // if the last parameter is 'log', then activate log sampling (favour foveal vision and subsamples peripheral vision) if (useLogSampling) { - myRetina = new cv::Retina(inputFrame.size(), true, cv::RETINA_COLOR_BAYER, true, 2.0, 10.0); + myRetina = cv::createRetina(inputFrame.size(), true, cv::RETINA_COLOR_BAYER, true, 2.0, 10.0); } else// -> else allocate "classical" retina : - myRetina = new cv::Retina(inputFrame.size()); + myRetina = cv::createRetina(inputFrame.size()); // save default retina parameters file in order to let you see this and maybe modify it and reload using method "setup" myRetina->write("RetinaDefaultParameters.xml"); From 16dea7b90de16edeb2dd7b7a815c460541e51b39 Mon Sep 17 00:00:00 2001 From: alexandre benoit Date: Sat, 27 Apr 2013 23:18:47 +0200 Subject: [PATCH 13/25] updated comments and new retina interface use --- doc/tutorials/contrib/retina_model/retina_model.rst | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/doc/tutorials/contrib/retina_model/retina_model.rst b/doc/tutorials/contrib/retina_model/retina_model.rst index a7f8d30af..9d0bd65cb 100644 --- a/doc/tutorials/contrib/retina_model/retina_model.rst +++ b/doc/tutorials/contrib/retina_model/retina_model.rst @@ -235,10 +235,10 @@ Now, everything is ready to run the retina model. I propose here to allocate a r // if the last parameter is 'log', then activate log sampling (favour foveal vision and subsamples peripheral vision) if (useLogSampling) { - myRetina = new cv::Retina(inputFrame.size(), true, cv::RETINA_COLOR_BAYER, true, 2.0, 10.0); + myRetina = cv::createRetina(inputFrame.size(), true, cv::RETINA_COLOR_BAYER, true, 2.0, 10.0); } else// -> else allocate "classical" retina : - myRetina = new cv::Retina(inputFrame.size()); + myRetina = cv::createRetina(inputFrame.size()); Once done, the proposed code writes a default xml file that contains the default parameters of the retina. This is useful to make your own config using this template. Here generated template xml file is called *RetinaDefaultParameters.xml*. @@ -381,7 +381,7 @@ This parameter set tunes the neural network connected to the photo-receptors, th * **horizontalCellsGain** here is a critical parameter ! If you are not interested by the mean luminance and focus on details enhancement, then, set to zero. But if you want to keep some environment luminance data, let some low spatial frequencies pass into the system and set a higher value (<1). -* **hcellsTemporalConstant** similar to photo-receptors, this acts on the temporal constant of a low pass temporal filter that smooths input data. Here, a high value generates a high retina after effect while a lower value makes the retina more reactive. +* **hcellsTemporalConstant** similar to photo-receptors, this acts on the temporal constant of a low pass temporal filter that smooths input data. Here, a high value generates a high retina after effect while a lower value makes the retina more reactive. this value should be lower than **photoreceptorsTemporalConstant** to limit strong retina after effects. * **hcellsSpatialConstant** is the spatial constant of the low pass filter of these cells filter. It specifies the lowest spatial frequency allowed in the following. Visually, a high value leads to very low spatial frequencies processing and leads to salient halo effects. Lower values reduce this effect but the limit is : do not go lower than the value of **photoreceptorsSpatialConstant**. Those 2 parameters actually specify the spatial band-pass of the retina. From 95499492285f9e41a3e951af3526168b8c60b861 Mon Sep 17 00:00:00 2001 From: alexandre benoit Date: Mon, 29 Apr 2013 15:12:44 +0200 Subject: [PATCH 14/25] minor chnges for conflict removal --- .../contrib/retina_model/retina_model.rst | 14 +++++++------- doc/tutorials/definitions/tocDefinitions.rst | 2 +- modules/contrib/doc/retina/index.rst | 2 +- modules/contrib/include/opencv2/contrib/retina.hpp | 14 +++++++------- modules/contrib/src/retina.cpp | 1 - .../cpp/tutorial_code/contrib/retina_tutorial.cpp | 2 +- 6 files changed, 17 insertions(+), 18 deletions(-) diff --git a/doc/tutorials/contrib/retina_model/retina_model.rst b/doc/tutorials/contrib/retina_model/retina_model.rst index 9d0bd65cb..6e548771f 100644 --- a/doc/tutorials/contrib/retina_model/retina_model.rst +++ b/doc/tutorials/contrib/retina_model/retina_model.rst @@ -328,19 +328,19 @@ Once done open the configuration file *RetinaDefaultParameters.xml* generated by 1 1 - 7.0e-01 - 5.0e-01 - 5.3e-01 - 0. - 1. + 7.5e-01 + 9.0e-01 + 5.7e-01 + 0.01 + 0.5 7. - 7.0e-01 + 7.5e-01 1 0. 0. 7. - 1.2e+00 + 2.0e+00 9.5e-01 0. 7. diff --git a/doc/tutorials/definitions/tocDefinitions.rst b/doc/tutorials/definitions/tocDefinitions.rst index ead0837e1..f728e47db 100644 --- a/doc/tutorials/definitions/tocDefinitions.rst +++ b/doc/tutorials/definitions/tocDefinitions.rst @@ -7,6 +7,6 @@ .. |Author_ArtemM| unicode:: Artem U+0020 Myagkov .. |Author_FernandoI| unicode:: Fernando U+0020 Iglesias U+0020 Garc U+00ED a .. |Author_EduardF| unicode:: Eduard U+0020 Feicho -.. |Author_AlexB| unicode:: Alexandre U+0020 Benoit +.. |Author_AlexB| unicode:: Alexandre U+0020 Benoit diff --git a/modules/contrib/doc/retina/index.rst b/modules/contrib/doc/retina/index.rst index 0f46ad47a..cacc38439 100644 --- a/modules/contrib/doc/retina/index.rst +++ b/modules/contrib/doc/retina/index.rst @@ -367,7 +367,7 @@ Parameters structure for better clarity, check explenations on the comments of m {};// default setup bool normaliseOutput; float parasolCells_beta, parasolCells_tau, parasolCells_k, amacrinCellsTemporalCutFrequency, V0CompressionParameter, localAdaptintegration_tau, localAdaptintegration_k; - }; + }; struct OPLandIplParvoParameters OPLandIplParvo; struct IplMagnoParameters IplMagno; }; diff --git a/modules/contrib/include/opencv2/contrib/retina.hpp b/modules/contrib/include/opencv2/contrib/retina.hpp index 5c5a2d9af..4dd9075fb 100644 --- a/modules/contrib/include/opencv2/contrib/retina.hpp +++ b/modules/contrib/include/opencv2/contrib/retina.hpp @@ -119,13 +119,13 @@ public: struct OPLandIplParvoParameters{ // Outer Plexiform Layer (OPL) and Inner Plexiform Layer Parvocellular (IplParvo) parameters OPLandIplParvoParameters():colorMode(true), normaliseOutput(true), - photoreceptorsLocalAdaptationSensitivity(0.7f), - photoreceptorsTemporalConstant(0.5f), - photoreceptorsSpatialConstant(0.53f), - horizontalCellsGain(0.0f), - hcellsTemporalConstant(1.f), + photoreceptorsLocalAdaptationSensitivity(0.75f), + photoreceptorsTemporalConstant(0.9f), + photoreceptorsSpatialConstant(0.57f), + horizontalCellsGain(0.01f), + hcellsTemporalConstant(0.5f), hcellsSpatialConstant(7.f), - ganglionCellsSensitivity(0.7f){};// default setup + ganglionCellsSensitivity(0.75f){};// default setup bool colorMode, normaliseOutput; float photoreceptorsLocalAdaptationSensitivity, photoreceptorsTemporalConstant, photoreceptorsSpatialConstant, horizontalCellsGain, hcellsTemporalConstant, hcellsSpatialConstant, ganglionCellsSensitivity; }; @@ -135,7 +135,7 @@ public: parasolCells_beta(0.f), parasolCells_tau(0.f), parasolCells_k(7.f), - amacrinCellsTemporalCutFrequency(1.2f), + amacrinCellsTemporalCutFrequency(2.0f), V0CompressionParameter(0.95f), localAdaptintegration_tau(0.f), localAdaptintegration_k(7.f){};// default setup diff --git a/modules/contrib/src/retina.cpp b/modules/contrib/src/retina.cpp index 7785fed79..7a5f6dfc9 100644 --- a/modules/contrib/src/retina.cpp +++ b/modules/contrib/src/retina.cpp @@ -408,7 +408,6 @@ void RetinaImpl::setup(cv::Retina::RetinaParameters newConfiguration) setupOPLandIPLParvoChannel(_retinaParameters.OPLandIplParvo.colorMode, _retinaParameters.OPLandIplParvo.normaliseOutput, _retinaParameters.OPLandIplParvo.photoreceptorsLocalAdaptationSensitivity, _retinaParameters.OPLandIplParvo.photoreceptorsTemporalConstant, _retinaParameters.OPLandIplParvo.photoreceptorsSpatialConstant, _retinaParameters.OPLandIplParvo.horizontalCellsGain, _retinaParameters.OPLandIplParvo.hcellsTemporalConstant, _retinaParameters.OPLandIplParvo.hcellsSpatialConstant, _retinaParameters.OPLandIplParvo.ganglionCellsSensitivity); setupIPLMagnoChannel(_retinaParameters.IplMagno.normaliseOutput, _retinaParameters.IplMagno.parasolCells_beta, _retinaParameters.IplMagno.parasolCells_tau, _retinaParameters.IplMagno.parasolCells_k, _retinaParameters.IplMagno.amacrinCellsTemporalCutFrequency,_retinaParameters.IplMagno.V0CompressionParameter, _retinaParameters.IplMagno.localAdaptintegration_tau, _retinaParameters.IplMagno.localAdaptintegration_k); - } const std::string RetinaImpl::printSetup() diff --git a/samples/cpp/tutorial_code/contrib/retina_tutorial.cpp b/samples/cpp/tutorial_code/contrib/retina_tutorial.cpp index c0cd5f42f..2447a16ef 100644 --- a/samples/cpp/tutorial_code/contrib/retina_tutorial.cpp +++ b/samples/cpp/tutorial_code/contrib/retina_tutorial.cpp @@ -136,7 +136,7 @@ int main(int argc, char* argv[]) { } }catch(cv::Exception e) { - std::cerr<<"Error using Retina : "< Date: Mon, 29 Apr 2013 20:08:13 +0200 Subject: [PATCH 15/25] updated doc --- .../contrib/retina_model/retina_model.rst | 2 +- modules/contrib/doc/retina/index.rst | 19 ++++++++++++------- 2 files changed, 13 insertions(+), 8 deletions(-) diff --git a/doc/tutorials/contrib/retina_model/retina_model.rst b/doc/tutorials/contrib/retina_model/retina_model.rst index 79376a4e1..60b0cb8f3 100644 --- a/doc/tutorials/contrib/retina_model/retina_model.rst +++ b/doc/tutorials/contrib/retina_model/retina_model.rst @@ -21,7 +21,7 @@ In this tutorial you will learn how to: General overview ================ -The proposed model originates from Jeanny Herault's research at `Gipsa `_. It is involved in image processing applications with `Listic `_ (code maintainer) lab. This is not a complete model but it already present interesting properties that can be involved for enhanced image processing experience. The model allows the following human retina properties to be used : +The proposed model originates from Jeanny Herault's research at `Gipsa `_. It is involved in image processing applications with `Listic `_ (code maintainer and user) lab. This is not a complete model but it already present interesting properties that can be involved for enhanced image processing experience. The model allows the following human retina properties to be used : * spectral whitening that has 3 important effects: high spatio-temporal frequency signals canceling (noise), mid-frequencies details enhancement and low frequencies luminance energy reduction. This *all in one* property directly allows visual signals cleaning of classical undesired distortions introduced by image sensors and input luminance range. diff --git a/modules/contrib/doc/retina/index.rst b/modules/contrib/doc/retina/index.rst index a7f224467..de4f6f901 100644 --- a/modules/contrib/doc/retina/index.rst +++ b/modules/contrib/doc/retina/index.rst @@ -14,6 +14,8 @@ Class which provides the main controls to the Gipsa/Listic labs human retina mo * periphearal vision for sensitive transient signals detection (motion and events) : the magnocellular pathway. +This model originates from Jeanny Herault work [herault2010]_. It has been involved in Alexandre Benoit phd and current research [benoit2010]_. It includes the work of other Jeanny's phd student such as [chaix2007]_ and the log polar transformations of Barthelemy Durette described in Jeanny's book. + **NOTE : See the Retina tutorial in the tutorial/contrib section for complementary explanations.** The retina can be settled up with various parameters, by default, the retina cancels mean luminance and enforces all details of the visual scene. In order to use your own parameters, you can use at least one time the *write(String fs)* method which will write a proper XML file with all default parameters. Then, tweak it on your own and reload them at any time using method *setup(String fs)*. These methods update a *Retina::RetinaParameters* member structure that is described hereafter. :: @@ -67,7 +69,7 @@ The retina can be settled up with various parameters, by default, the retina can Description +++++++++++ -Class which allows the `Gipsa `_ (preliminary work) / `Listic `_ (code maintainer) labs retina model to be used. This class allows human retina spatio-temporal image processing to be applied on still images, images sequences and video sequences. Briefly, here are the main human retina model properties: +Class which allows the `Gipsa `_ (preliminary work) / `Listic `_ (code maintainer and user) labs retina model to be used. This class allows human retina spatio-temporal image processing to be applied on still images, images sequences and video sequences. Briefly, here are the main human retina model properties: * spectral whithening (mid-frequency details enhancement) @@ -83,17 +85,20 @@ Use : this model can be used basically for spatio-temporal video effects but als * performing motion analysis also taking benefit of the previously cited properties (check out the magnocellular retina channel output, by using the provided **getMagno** methods) +Literature +========== For more information, refer to the following papers : -* Benoit A., Caplier A., Durette B., Herault, J., "Using Human Visual System Modeling For Bio-Inspired Low Level Image Processing", Elsevier, Computer Vision and Image Understanding 114 (2010), pp. 758-773. DOI +.. [benoit2010] Benoit A., Caplier A., Durette B., Herault, J., "Using Human Visual System Modeling For Bio-Inspired Low Level Image Processing", Elsevier, Computer Vision and Image Understanding 114 (2010), pp. 758-773. DOI * Please have a look at the reference work of Jeanny Herault that you can read in his book : -Vision: Images, Signals and Neural Networks: Models of Neural Processing in Visual Perception (Progress in Neural Processing),By: Jeanny Herault, ISBN: 9814273686. WAPI (Tower ID): 113266891. +.. [herault2010] Vision: Images, Signals and Neural Networks: Models of Neural Processing in Visual Perception (Progress in Neural Processing),By: Jeanny Herault, ISBN: 9814273686. WAPI (Tower ID): 113266891. This retina filter code includes the research contributions of phd/research collegues from which code has been redrawn by the author : -* take a look at the *retinacolor.hpp* module to discover Brice Chaix de Lavarene phD color mosaicing/demosaicing and his reference paper: B. Chaix de Lavarene, D. Alleysson, B. Durette, J. Herault (2007). "Efficient demosaicing through recursive filtering", IEEE International Conference on Image Processing ICIP 2007 +* take a look at the *retinacolor.hpp* module to discover Brice Chaix de Lavarene phD color mosaicing/demosaicing and his reference paper: +.. [chaix2007] B. Chaix de Lavarene, D. Alleysson, B. Durette, J. Herault (2007). "Efficient demosaicing through recursive filtering", IEEE International Conference on Image Processing ICIP 2007 * take a look at *imagelogpolprojection.hpp* to discover retina spatial log sampling which originates from Barthelemy Durette phd with Jeanny Herault. A Retina / V1 cortex projection is also proposed and originates from Jeanny's discussions. ====> more informations in the above cited Jeanny Heraults's book. @@ -133,7 +138,7 @@ Methods description Here are detailled the main methods to control the retina model Ptr::createRetina -++++++++++++++ ++++++++++++++++++++++++++ .. ocv:function:: Ptr createRetina(Size inputSize) .. ocv:function:: Ptr createRetina(Size inputSize, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod = RETINA_COLOR_BAYER, const bool useRetinaLogSampling = false, const double reductionFactor = 1.0, const double samplingStrenght = 10.0 ) @@ -219,12 +224,12 @@ Retina::getParvo/getMagno .. ocv:function:: void getParvo(Mat parvoOutput) .. ocv:function:: void getParvoRAW(Mat parvoOutput) -.. ocv:function:: Mat getParvoRAW() +.. ocv:function:: Mat getParvoRAW() Retrieve the Parvocellular channel (details with color) output normalized between range [0;255] if not 'RAW'. .. ocv:function:: void getParvo(Mat parvoOutput) .. ocv:function:: void getParvoRAW(Mat parvoOutput) -.. ocv:function:: Mat getParvoRAW() +.. ocv:function:: Mat getParvoRAW() Retrieve the Magnocellular channel (transient events, grayscale) output normalized between range [0;255] if not 'RAW'. Retina::getInputSize From b70b5a30118966508958fd20df69c447601d3938 Mon Sep 17 00:00:00 2001 From: alexandre benoit Date: Tue, 30 Apr 2013 13:13:50 +0200 Subject: [PATCH 16/25] corrections required for portability. To be validated by buildbot --- modules/contrib/include/opencv2/contrib/retina.hpp | 4 ++-- modules/contrib/src/retina.cpp | 6 +++--- 2 files changed, 5 insertions(+), 5 deletions(-) diff --git a/modules/contrib/include/opencv2/contrib/retina.hpp b/modules/contrib/include/opencv2/contrib/retina.hpp index 75d4effc9..cebe72c42 100644 --- a/modules/contrib/include/opencv2/contrib/retina.hpp +++ b/modules/contrib/include/opencv2/contrib/retina.hpp @@ -294,8 +294,8 @@ public: */ virtual void activateContoursProcessing(const bool activate)=0; }; -Ptr createRetina(Size inputSize); -Ptr createRetina(Size inputSize, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod=RETINA_COLOR_BAYER, const bool useRetinaLogSampling=false, const double reductionFactor=1.0, const double samplingStrenght=10.0); +CV_EXPORTS Ptr createRetina(Size inputSize); +CV_EXPORTS Ptr createRetina(Size inputSize, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod=RETINA_COLOR_BAYER, const bool useRetinaLogSampling=false, const double reductionFactor=1.0, const double samplingStrenght=10.0); } #endif /* __OPENCV_CONTRIB_RETINA_HPP__ */ diff --git a/modules/contrib/src/retina.cpp b/modules/contrib/src/retina.cpp index b0af7d75e..e9d4de669 100644 --- a/modules/contrib/src/retina.cpp +++ b/modules/contrib/src/retina.cpp @@ -565,7 +565,7 @@ void RetinaImpl::getParvoRAW(cv::Mat &parvoOutputBufferCopy){ const Mat RetinaImpl::getMagnoRAW() const { // create a cv::Mat header for the valarray //const cv::Mat output= - return Mat(_retinaFilter->getMovingContours().size(),1, CV_32F, (void*)&_retinaFilter->getMovingContours()[0]); + return Mat(_retinaFilter->getMovingContours().size(),1, CV_32F, (void*)(&_retinaFilter->getMovingContours()[0])); } @@ -573,11 +573,11 @@ const Mat RetinaImpl::getParvoRAW() const { if (_retinaFilter->getColorMode()) // check if color mode is enabled { // create a cv::Mat table (for RGB planes as a single vector) - return Mat(_retinaFilter->getColorOutput().size(), 1, CV_32F, (void*)&_retinaFilter->getColorOutput()[0]); + return Mat(_retinaFilter->getColorOutput().size(), 1, CV_32F, (void*)&(_retinaFilter->getColorOutput()[0])); } // otherwise, output is gray level // create a cv::Mat header for the valarray - return Mat( _retinaFilter->getContours().size(), 1, CV_32F, (void*)&_retinaFilter->getContours()[0]); + return Mat( _retinaFilter->getContours().size(), 1, CV_32F, (void*)&(_retinaFilter->getContours()[0])); } // private method called by constructirs From 80e65e08b558736d7ffb17dc57a5faab65e30445 Mon Sep 17 00:00:00 2001 From: alexandre benoit Date: Tue, 30 Apr 2013 14:40:03 +0200 Subject: [PATCH 17/25] updated doc and interface code to solve compile warnings and errors --- .../contrib/retina_model/retina_model.rst | 129 +++++++++--------- modules/contrib/doc/retina/index.rst | 32 ++--- modules/contrib/src/retina.cpp | 6 +- 3 files changed, 80 insertions(+), 87 deletions(-) diff --git a/doc/tutorials/contrib/retina_model/retina_model.rst b/doc/tutorials/contrib/retina_model/retina_model.rst index 60b0cb8f3..e86603524 100644 --- a/doc/tutorials/contrib/retina_model/retina_model.rst +++ b/doc/tutorials/contrib/retina_model/retina_model.rst @@ -21,7 +21,7 @@ In this tutorial you will learn how to: General overview ================ -The proposed model originates from Jeanny Herault's research at `Gipsa `_. It is involved in image processing applications with `Listic `_ (code maintainer and user) lab. This is not a complete model but it already present interesting properties that can be involved for enhanced image processing experience. The model allows the following human retina properties to be used : +The proposed model originates from Jeanny Herault's research [herault2010]_ at `Gipsa `_. It is involved in image processing applications with `Listic `_ (code maintainer and user) lab. This is not a complete model but it already present interesting properties that can be involved for enhanced image processing experience. The model allows the following human retina properties to be used : * spectral whitening that has 3 important effects: high spatio-temporal frequency signals canceling (noise), mid-frequencies details enhancement and low frequencies luminance energy reduction. This *all in one* property directly allows visual signals cleaning of classical undesired distortions introduced by image sensors and input luminance range. @@ -37,7 +37,7 @@ In the figure below, the OpenEXR image sample *CrissyField.exr*, a High Dynamic :alt: A High dynamic range image linearly rescaled within range [0-255]. :align: center -In the following image, as your retina does, local luminance adaptation, spatial noise removal and spectral whitening work together and transmit accurate information on lower range 8bit data channels. On this picture, noise in significantly removed, local details hidden by strong luminance contrasts are enhanced. Output image keeps its naturalness and visual content is enhanced. +In the following image, applying the ideas proposed in [benoit2010]_, as your retina does, local luminance adaptation, spatial noise removal and spectral whitening work together and transmit accurate information on lower range 8bit data channels. On this picture, noise in significantly removed, local details hidden by strong luminance contrasts are enhanced. Output image keeps its naturalness and visual content is enhanced. Color processing is based on the color multiplexing/demultiplexing method proposed in [chaix2007]_. .. image:: images/retina_TreeHdr_retina.jpg :alt: A High dynamic range image compressed within range [0-255] using the retina. @@ -86,19 +86,23 @@ This model can be used basically for spatio-temporal video effects but also in t * performing motion analysis also taking benefit of the previously cited properties. +Literature +========== For more information, refer to the following papers : -* Benoit A., Caplier A., Durette B., Herault, J., "Using Human Visual System Modeling For Bio-Inspired Low Level Image Processing", Elsevier, Computer Vision and Image Understanding 114 (2010), pp. 758-773. DOI +.. [benoit2010] Benoit A., Caplier A., Durette B., Herault, J., "Using Human Visual System Modeling For Bio-Inspired Low Level Image Processing", Elsevier, Computer Vision and Image Understanding 114 (2010), pp. 758-773. DOI * Please have a look at the reference work of Jeanny Herault that you can read in his book : -Vision: Images, Signals and Neural Networks: Models of Neural Processing in Visual Perception (Progress in Neural Processing),By: Jeanny Herault, ISBN: 9814273686. WAPI (Tower ID): 113266891. +.. [herault2010] Vision: Images, Signals and Neural Networks: Models of Neural Processing in Visual Perception (Progress in Neural Processing),By: Jeanny Herault, ISBN: 9814273686. WAPI (Tower ID): 113266891. This retina filter code includes the research contributions of phd/research collegues from which code has been redrawn by the author : -* take a look at the *retinacolor.hpp* module to discover Brice Chaix de Lavarene phD color mosaicing/demosaicing and his reference paper: B. Chaix de Lavarene, D. Alleysson, B. Durette, J. Herault (2007). "Efficient demosaicing through recursive filtering", IEEE International Conference on Image Processing ICIP 2007 +* take a look at the *retinacolor.hpp* module to discover Brice Chaix de Lavarene phD color mosaicing/demosaicing and his reference paper: -* take a look at *imagelogpolprojection.hpp* to discover retina spatial log sampling which originates from Barthelemy Durette phd with Jeanny Herault. A Retina / V1 cortex projection is also proposed and originates from Jeanny's discussions. ====> more information in the above cited Jeanny Heraults's book. +.. [chaix2007] B. Chaix de Lavarene, D. Alleysson, B. Durette, J. Herault (2007). "Efficient demosaicing through recursive filtering", IEEE International Conference on Image Processing ICIP 2007 + +* take a look at *imagelogpolprojection.hpp* to discover retina spatial log sampling which originates from Barthelemy Durette phd with Jeanny Herault. A Retina / V1 cortex projection is also proposed and originates from Jeanny's discussions. More informations in the above cited Jeanny Heraults's book. Code tutorial ============= @@ -229,67 +233,67 @@ Now, everything is ready to run the retina model. I propose here to allocate a r .. code-block:: cpp - // pointer to a retina object - cv::Ptr myRetina; + // pointer to a retina object + cv::Ptr myRetina; - // if the last parameter is 'log', then activate log sampling (favour foveal vision and subsamples peripheral vision) - if (useLogSampling) - { - myRetina = cv::createRetina(inputFrame.size(), true, cv::RETINA_COLOR_BAYER, true, 2.0, 10.0); - } - else// -> else allocate "classical" retina : - myRetina = cv::createRetina(inputFrame.size()); + // if the last parameter is 'log', then activate log sampling (favour foveal vision and subsamples peripheral vision) + if (useLogSampling) + { + myRetina = cv::createRetina(inputFrame.size(), true, cv::RETINA_COLOR_BAYER, true, 2.0, 10.0); + } + else// -> else allocate "classical" retina : + myRetina = cv::createRetina(inputFrame.size()); Once done, the proposed code writes a default xml file that contains the default parameters of the retina. This is useful to make your own config using this template. Here generated template xml file is called *RetinaDefaultParameters.xml*. .. code-block:: cpp - // save default retina parameters file in order to let you see this and maybe modify it and reload using method "setup" - myRetina->write("RetinaDefaultParameters.xml"); + // save default retina parameters file in order to let you see this and maybe modify it and reload using method "setup" + myRetina->write("RetinaDefaultParameters.xml"); In the following line, the retina attempts to load another xml file called *RetinaSpecificParameters.xml*. If you created it and introduced your own setup, it will be loaded, in the other case, default retina parameters are used. .. code-block:: cpp - // load parameters if file exists - myRetina->setup("RetinaSpecificParameters.xml"); + // load parameters if file exists + myRetina->setup("RetinaSpecificParameters.xml"); It is not required here but just to show it is possible, you can reset the retina buffers to zero to force it to forget past events. .. code-block:: cpp - // reset all retina buffers (imagine you close your eyes for a long time) - myRetina->clearBuffers(); + // reset all retina buffers (imagine you close your eyes for a long time) + myRetina->clearBuffers(); Now, it is time to run the retina ! First create some output buffers ready to receive the two retina channels outputs .. code-block:: cpp - // declare retina output buffers - cv::Mat retinaOutput_parvo; - cv::Mat retinaOutput_magno; + // declare retina output buffers + cv::Mat retinaOutput_parvo; + cv::Mat retinaOutput_magno; Then, run retina in a loop, load new frames from video sequence if necessary and get retina outputs back to dedicated buffers. .. code-block:: cpp - // processing loop with no stop condition - while(true) - { - // if using video stream, then, grabbing a new frame, else, input remains the same - if (videoCapture.isOpened()) - videoCapture>>inputFrame; + // processing loop with no stop condition + while(true) + { + // if using video stream, then, grabbing a new frame, else, input remains the same + if (videoCapture.isOpened()) + videoCapture>>inputFrame; - // run retina filter on the loaded input frame - myRetina->run(inputFrame); - // Retrieve and display retina output - myRetina->getParvo(retinaOutput_parvo); - myRetina->getMagno(retinaOutput_magno); - cv::imshow("retina input", inputFrame); - cv::imshow("Retina Parvo", retinaOutput_parvo); - cv::imshow("Retina Magno", retinaOutput_magno); - cv::waitKey(10); - } + // run retina filter on the loaded input frame + myRetina->run(inputFrame); + // Retrieve and display retina output + myRetina->getParvo(retinaOutput_parvo); + myRetina->getMagno(retinaOutput_magno); + cv::imshow("retina input", inputFrame); + cv::imshow("Retina Parvo", retinaOutput_parvo); + cv::imshow("Retina Magno", retinaOutput_magno); + cv::waitKey(10); + } That's done ! But if you want to secure the system, take care and manage Exceptions. The retina can throw some when it sees irrelevant data (no input frame, wrong setup, etc.). Then, i recommend to surround all the retina code by a try/catch system like this : @@ -322,28 +326,28 @@ Once done open the configuration file *RetinaDefaultParameters.xml* generated by .. code-block:: cpp - - - - 1 - 1 - 7.5e-01 - 9.0e-01 - 5.7e-01 - 0.01 - 0.5 - 7. - 7.5e-01 - - 1 - 0. - 0. - 7. - 2.0e+00 - 9.5e-01 - 0. - 7. - + + + + 1 + 1 + 7.5e-01 + 9.0e-01 + 5.7e-01 + 0.01 + 0.5 + 7. + 7.5e-01 + + 1 + 0. + 0. + 7. + 2.0e+00 + 9.5e-01 + 0. + 7. + Here are some hints but actually, the best parameter setup depends more on what you want to do with the retina rather than the images input that you give to retina. Apart from the more specific case of High Dynamic Range images (HDR) that require more specific setup for specific luminance compression objective, the retina behaviors should be rather stable from content to content. Note that OpenCV is able to manage such HDR format thanks to the OpenEXR images compatibility. @@ -410,4 +414,3 @@ Once image information is cleaned, this channel acts as a high pass temporal fil * **localAdaptintegration_tau** generally set to 0, no real use here actually * **localAdaptintegration_k** specifies the size of the area on which local adaptation is performed. Low values lead to short range local adaptation (higher sensitivity to noise), high values secure log compression. - diff --git a/modules/contrib/doc/retina/index.rst b/modules/contrib/doc/retina/index.rst index de4f6f901..27e9ea743 100644 --- a/modules/contrib/doc/retina/index.rst +++ b/modules/contrib/doc/retina/index.rst @@ -98,9 +98,10 @@ For more information, refer to the following papers : This retina filter code includes the research contributions of phd/research collegues from which code has been redrawn by the author : * take a look at the *retinacolor.hpp* module to discover Brice Chaix de Lavarene phD color mosaicing/demosaicing and his reference paper: + .. [chaix2007] B. Chaix de Lavarene, D. Alleysson, B. Durette, J. Herault (2007). "Efficient demosaicing through recursive filtering", IEEE International Conference on Image Processing ICIP 2007 -* take a look at *imagelogpolprojection.hpp* to discover retina spatial log sampling which originates from Barthelemy Durette phd with Jeanny Herault. A Retina / V1 cortex projection is also proposed and originates from Jeanny's discussions. ====> more informations in the above cited Jeanny Heraults's book. +* take a look at *imagelogpolprojection.hpp* to discover retina spatial log sampling which originates from Barthelemy Durette phd with Jeanny Herault. A Retina / V1 cortex projection is also proposed and originates from Jeanny's discussions. More informations in the above cited Jeanny Heraults's book. Demos and experiments ! ======================= @@ -184,31 +185,31 @@ Retina::getParvo ++++++++++++++++ .. ocv:function:: void Retina::getParvo( Mat & retinaOutput_parvo ) -.. ocv:function:: void Retina::getParvo( std::valarray & retinaOutput_parvo ) -.. ocv:function:: const std::valarray & Retina::getParvo() const +.. ocv:function:: void Retina::getParvoRAW( std::valarray & retinaOutput_parvo ) +.. ocv:function:: const Mat Retina::getParvoRAW() const - Accessor of the details channel of the retina (models foveal vision) + Accessor of the details channel of the retina (models foveal vision). Warning, getParvoRAW methods return buffers that are not rescaled within range [0;255] while the non RAW method allows a normalized matrix to be retrieved. :param retinaOutput_parvo: the output buffer (reallocated if necessary), format can be : * a Mat, this output is rescaled for standard 8bits image processing use in OpenCV - * a 1D std::valarray Buffer (encoding is R1, R2, ... Rn), this output is the original retina filter model output, without any quantification or rescaling + * RAW methods actually return a 1D matrix (encoding is R1, R2, ... Rn, G1, G2, ..., Gn, B1, B2, ...Bn), this output is the original retina filter model output, without any quantification or rescaling. Retina::getMagno ++++++++++++++++ .. ocv:function:: void Retina::getMagno( Mat & retinaOutput_magno ) -.. ocv:function:: void Retina::getMagno( std::valarray & retinaOutput_magno ) -.. ocv:function:: const std::valarray & Retina::getMagno() const +.. ocv:function:: void Retina::getMagnoRAW( std::valarray & retinaOutput_magno ) +.. ocv:function:: const Mat Retina::getMagnoRAW() const - Accessor of the motion channel of the retina (models peripheral vision) + Accessor of the motion channel of the retina (models peripheral vision). Warning, getMagnoRAW methods return buffers that are not rescaled within range [0;255] while the non RAW method allows a normalized matrix to be retrieved. :param retinaOutput_magno: the output buffer (reallocated if necessary), format can be : * a Mat, this output is rescaled for standard 8bits image processing use in OpenCV - * a 1D std::valarray Buffer (encoding is R1, R2, ... Rn), this output is the original retina filter model output, without any quantification or rescaling + * RAW methods actually return a 1D matrix (encoding is M1, M2, ... Mn), this output is the original retina filter model output, without any quantification or rescaling. Retina::getParameters +++++++++++++++++++++ @@ -219,19 +220,6 @@ Retina::getParameters :return: the current parameters setup -Retina::getParvo/getMagno -+++++++++++++++++++++++++ - -.. ocv:function:: void getParvo(Mat parvoOutput) -.. ocv:function:: void getParvoRAW(Mat parvoOutput) -.. ocv:function:: Mat getParvoRAW() - Retrieve the Parvocellular channel (details with color) output normalized between range [0;255] if not 'RAW'. - -.. ocv:function:: void getParvo(Mat parvoOutput) -.. ocv:function:: void getParvoRAW(Mat parvoOutput) -.. ocv:function:: Mat getParvoRAW() - Retrieve the Magnocellular channel (transient events, grayscale) output normalized between range [0;255] if not 'RAW'. - Retina::getInputSize ++++++++++++++++++++ diff --git a/modules/contrib/src/retina.cpp b/modules/contrib/src/retina.cpp index e9d4de669..663aa8bd4 100644 --- a/modules/contrib/src/retina.cpp +++ b/modules/contrib/src/retina.cpp @@ -573,11 +573,13 @@ const Mat RetinaImpl::getParvoRAW() const { if (_retinaFilter->getColorMode()) // check if color mode is enabled { // create a cv::Mat table (for RGB planes as a single vector) - return Mat(_retinaFilter->getColorOutput().size(), 1, CV_32F, (void*)&(_retinaFilter->getColorOutput()[0])); + const float *retinaFilterOutputPTR=&(_retinaFilter->getColorOutput()[0]); + return Mat(_retinaFilter->getColorOutput().size(), 1, CV_32F, (void*)retinaFilterOutputPTR); } // otherwise, output is gray level // create a cv::Mat header for the valarray - return Mat( _retinaFilter->getContours().size(), 1, CV_32F, (void*)&(_retinaFilter->getContours()[0])); + const float *retinaFilterOutputPTR=&(_retinaFilter->getContours()[0]); + return Mat( _retinaFilter->getContours().size(), 1, CV_32F, (void*)retinaFilterOutputPTR); } // private method called by constructirs From a659e287fb643350b31e4dc4f9a1be884f595743 Mon Sep 17 00:00:00 2001 From: alexandre benoit Date: Tue, 30 Apr 2013 14:52:14 +0200 Subject: [PATCH 18/25] minor error correction --- modules/contrib/src/retina.cpp | 12 ++++++------ .../cpp/tutorial_code/contrib/retina_tutorial.cpp | 2 +- 2 files changed, 7 insertions(+), 7 deletions(-) diff --git a/modules/contrib/src/retina.cpp b/modules/contrib/src/retina.cpp index 663aa8bd4..dfc1d66a3 100644 --- a/modules/contrib/src/retina.cpp +++ b/modules/contrib/src/retina.cpp @@ -564,8 +564,8 @@ void RetinaImpl::getParvoRAW(cv::Mat &parvoOutputBufferCopy){ // original API level data accessors : get buffers addresses... const Mat RetinaImpl::getMagnoRAW() const { // create a cv::Mat header for the valarray - //const cv::Mat output= - return Mat(_retinaFilter->getMovingContours().size(),1, CV_32F, (void*)(&_retinaFilter->getMovingContours()[0])); + const float *retinaMagnoFilterOutputPTR=&(_retinaFilter->getMovingContours()[0]); + return Mat(_retinaFilter->getMovingContours().size(),1, CV_32F, (void*)retinaMagnoFilterOutputPTR); } @@ -573,13 +573,13 @@ const Mat RetinaImpl::getParvoRAW() const { if (_retinaFilter->getColorMode()) // check if color mode is enabled { // create a cv::Mat table (for RGB planes as a single vector) - const float *retinaFilterOutputPTR=&(_retinaFilter->getColorOutput()[0]); - return Mat(_retinaFilter->getColorOutput().size(), 1, CV_32F, (void*)retinaFilterOutputPTR); + const float *retinaParvoFilterOutputPTR=&(_retinaFilter->getColorOutput()[0]); + return Mat(_retinaFilter->getColorOutput().size(), 1, CV_32F, (void*)retinaParvoFilterOutputPTR); } // otherwise, output is gray level // create a cv::Mat header for the valarray - const float *retinaFilterOutputPTR=&(_retinaFilter->getContours()[0]); - return Mat( _retinaFilter->getContours().size(), 1, CV_32F, (void*)retinaFilterOutputPTR); + const float *retinaParvoFilterOutputPTR=&(_retinaFilter->getContours()[0]); + return Mat( _retinaFilter->getContours().size(), 1, CV_32F, (void*)retinaParvoFilterOutputPTR); } // private method called by constructirs diff --git a/samples/cpp/tutorial_code/contrib/retina_tutorial.cpp b/samples/cpp/tutorial_code/contrib/retina_tutorial.cpp index 3621f18dc..646a39062 100644 --- a/samples/cpp/tutorial_code/contrib/retina_tutorial.cpp +++ b/samples/cpp/tutorial_code/contrib/retina_tutorial.cpp @@ -39,7 +39,7 @@ int main(int argc, char* argv[]) { // welcome message std::cout<<"****************************************************"< Date: Tue, 30 Apr 2013 16:52:47 +0200 Subject: [PATCH 19/25] updated/corrected documentation --- modules/contrib/doc/retina/index.rst | 18 +++++++++--------- 1 file changed, 9 insertions(+), 9 deletions(-) diff --git a/modules/contrib/doc/retina/index.rst b/modules/contrib/doc/retina/index.rst index 27e9ea743..9f1998911 100644 --- a/modules/contrib/doc/retina/index.rst +++ b/modules/contrib/doc/retina/index.rst @@ -14,7 +14,7 @@ Class which provides the main controls to the Gipsa/Listic labs human retina mo * periphearal vision for sensitive transient signals detection (motion and events) : the magnocellular pathway. -This model originates from Jeanny Herault work [herault2010]_. It has been involved in Alexandre Benoit phd and current research [benoit2010]_. It includes the work of other Jeanny's phd student such as [chaix2007]_ and the log polar transformations of Barthelemy Durette described in Jeanny's book. +This model originates from Jeanny Herault work [Herault2010]_. It has been involved in Alexandre Benoit phd and current research [Benoit2010]_. It includes the work of other Jeanny's phd student such as [Chaix2007]_ and the log polar transformations of Barthelemy Durette described in Jeanny's book. **NOTE : See the Retina tutorial in the tutorial/contrib section for complementary explanations.** @@ -89,17 +89,17 @@ Literature ========== For more information, refer to the following papers : -.. [benoit2010] Benoit A., Caplier A., Durette B., Herault, J., "Using Human Visual System Modeling For Bio-Inspired Low Level Image Processing", Elsevier, Computer Vision and Image Understanding 114 (2010), pp. 758-773. DOI +.. [Benoit2010] Benoit A., Caplier A., Durette B., Herault, J., "Using Human Visual System Modeling For Bio-Inspired Low Level Image Processing", Elsevier, Computer Vision and Image Understanding 114 (2010), pp. 758-773. DOI * Please have a look at the reference work of Jeanny Herault that you can read in his book : -.. [herault2010] Vision: Images, Signals and Neural Networks: Models of Neural Processing in Visual Perception (Progress in Neural Processing),By: Jeanny Herault, ISBN: 9814273686. WAPI (Tower ID): 113266891. +.. [Herault2010] Vision: Images, Signals and Neural Networks: Models of Neural Processing in Visual Perception (Progress in Neural Processing),By: Jeanny Herault, ISBN: 9814273686. WAPI (Tower ID): 113266891. This retina filter code includes the research contributions of phd/research collegues from which code has been redrawn by the author : * take a look at the *retinacolor.hpp* module to discover Brice Chaix de Lavarene phD color mosaicing/demosaicing and his reference paper: -.. [chaix2007] B. Chaix de Lavarene, D. Alleysson, B. Durette, J. Herault (2007). "Efficient demosaicing through recursive filtering", IEEE International Conference on Image Processing ICIP 2007 +.. [Chaix2007] B. Chaix de Lavarene, D. Alleysson, B. Durette, J. Herault (2007). "Efficient demosaicing through recursive filtering", IEEE International Conference on Image Processing ICIP 2007 * take a look at *imagelogpolprojection.hpp* to discover retina spatial log sampling which originates from Barthelemy Durette phd with Jeanny Herault. A Retina / V1 cortex projection is also proposed and originates from Jeanny's discussions. More informations in the above cited Jeanny Heraults's book. @@ -185,7 +185,7 @@ Retina::getParvo ++++++++++++++++ .. ocv:function:: void Retina::getParvo( Mat & retinaOutput_parvo ) -.. ocv:function:: void Retina::getParvoRAW( std::valarray & retinaOutput_parvo ) +.. ocv:function:: void Retina::getParvoRAW( Mat & retinaOutput_parvo ) .. ocv:function:: const Mat Retina::getParvoRAW() const Accessor of the details channel of the retina (models foveal vision). Warning, getParvoRAW methods return buffers that are not rescaled within range [0;255] while the non RAW method allows a normalized matrix to be retrieved. @@ -200,7 +200,7 @@ Retina::getMagno ++++++++++++++++ .. ocv:function:: void Retina::getMagno( Mat & retinaOutput_magno ) -.. ocv:function:: void Retina::getMagnoRAW( std::valarray & retinaOutput_magno ) +.. ocv:function:: void Retina::getMagnoRAW( Mat & retinaOutput_magno ) .. ocv:function:: const Mat Retina::getMagnoRAW() const Accessor of the motion channel of the retina (models peripheral vision). Warning, getMagnoRAW methods return buffers that are not rescaled within range [0;255] while the non RAW method allows a normalized matrix to be retrieved. @@ -218,12 +218,12 @@ Retina::getParameters Retrieve the current parameters values in a *Retina::RetinaParameters* structure - :return: the current parameters setup + :return: the current parameters setup as a struture object. Retina::getInputSize ++++++++++++++++++++ -.. ocv:function:: Size Retina::inputSize() +.. ocv:function:: Size Retina::getInputSize() Retreive retina input buffer size @@ -232,7 +232,7 @@ Retina::getInputSize Retina::getOutputSize +++++++++++++++++++++ -.. ocv:function:: Size Retina::outputSize() +.. ocv:function:: Size Retina::getOutputSize() Retreive retina output buffer size that can be different from the input if a spatial log transformation is applied From 9c26387ce05278a7422c1e7be4ce27e146b38dc7 Mon Sep 17 00:00:00 2001 From: alexandre benoit Date: Tue, 30 Apr 2013 17:32:47 +0200 Subject: [PATCH 20/25] updated sources to correct buildbot warnings --- doc/tutorials/contrib/retina_model/retina_model.rst | 2 +- modules/contrib/doc/retina/index.rst | 6 +++--- modules/contrib/src/retina.cpp | 8 ++++---- modules/contrib/src/retinacolor.hpp | 2 +- samples/cpp/tutorial_code/contrib/retina_tutorial.cpp | 1 - 5 files changed, 9 insertions(+), 10 deletions(-) diff --git a/doc/tutorials/contrib/retina_model/retina_model.rst b/doc/tutorials/contrib/retina_model/retina_model.rst index e86603524..86e13e732 100644 --- a/doc/tutorials/contrib/retina_model/retina_model.rst +++ b/doc/tutorials/contrib/retina_model/retina_model.rst @@ -407,7 +407,7 @@ Once image information is cleaned, this channel acts as a high pass temporal fil * **parasolCells_k** the spatial constant of the spatial filtering effect, set it at a high value to favor low spatial frequency signals that are lower subject to residual noise. -* **amacrinCellsTemporalCutFrequency** specifies the temporal constant of the high pass filter. High values let slow transient events to be selected. +* **amacrinCellsTemporalCutFrequency** specifies the temporal constant of the high pass filter. High values let slow transient events to be selected. * **V0CompressionParameter** specifies the strength of the log compression. Similar behaviors to previous description but here it enforces sensitivity of transient events. diff --git a/modules/contrib/doc/retina/index.rst b/modules/contrib/doc/retina/index.rst index 9f1998911..92326b553 100644 --- a/modules/contrib/doc/retina/index.rst +++ b/modules/contrib/doc/retina/index.rst @@ -40,7 +40,7 @@ The retina can be settled up with various parameters, by default, the retina can const Mat getParvoRAW () const;// retreive original output buffers without any normalisation // -> peripheral monochrome motion and events (transient information) channel void getMagno (Mat &retinaOutput_magno); - void getMagnoRAW (Mat &retinaOutput_magno); // retreive original output buffers without any normalisation + void getMagnoRAW (Mat &retinaOutput_magno); // retreive original output buffers without any normalisation const Mat getMagnoRAW () const;// retreive original output buffers without any normalisation // reset retina buffers... equivalent to closing your eyes for some seconds @@ -209,7 +209,7 @@ Retina::getMagno * a Mat, this output is rescaled for standard 8bits image processing use in OpenCV - * RAW methods actually return a 1D matrix (encoding is M1, M2, ... Mn), this output is the original retina filter model output, without any quantification or rescaling. + * RAW methods actually return a 1D matrix (encoding is M1, M2,... Mn), this output is the original retina filter model output, without any quantification or rescaling. Retina::getParameters +++++++++++++++++++++ @@ -361,7 +361,7 @@ Retina::RetinaParameters {};// default setup bool normaliseOutput; float parasolCells_beta, parasolCells_tau, parasolCells_k, amacrinCellsTemporalCutFrequency, V0CompressionParameter, localAdaptintegration_tau, localAdaptintegration_k; - }; + }; struct OPLandIplParvoParameters OPLandIplParvo; struct IplMagnoParameters IplMagno; }; diff --git a/modules/contrib/src/retina.cpp b/modules/contrib/src/retina.cpp index dfc1d66a3..038445a71 100644 --- a/modules/contrib/src/retina.cpp +++ b/modules/contrib/src/retina.cpp @@ -549,14 +549,14 @@ void RetinaImpl::getMagno(cv::Mat &retinaOutput_magno) // original API level data accessors : copy buffers if size matches, reallocate if required void RetinaImpl::getMagnoRAW(cv::Mat &magnoOutputBufferCopy){ // get magno channel header - const cv::Mat magnoChannel=cv::Mat(getMagnoRAW()); + const cv::Mat magnoChannel=cv::Mat(getMagnoRAW()); // copy data magnoChannel.copyTo(magnoOutputBufferCopy); } void RetinaImpl::getParvoRAW(cv::Mat &parvoOutputBufferCopy){ // get parvo channel header - const cv::Mat parvoChannel=cv::Mat(getMagnoRAW()); + const cv::Mat parvoChannel=cv::Mat(getMagnoRAW()); // copy data parvoChannel.copyTo(parvoOutputBufferCopy); } @@ -564,7 +564,7 @@ void RetinaImpl::getParvoRAW(cv::Mat &parvoOutputBufferCopy){ // original API level data accessors : get buffers addresses... const Mat RetinaImpl::getMagnoRAW() const { // create a cv::Mat header for the valarray - const float *retinaMagnoFilterOutputPTR=&(_retinaFilter->getMovingContours()[0]); + const float *retinaMagnoFilterOutputPTR=&(_retinaFilter->getMovingContours()[0]); return Mat(_retinaFilter->getMovingContours().size(),1, CV_32F, (void*)retinaMagnoFilterOutputPTR); } @@ -573,7 +573,7 @@ const Mat RetinaImpl::getParvoRAW() const { if (_retinaFilter->getColorMode()) // check if color mode is enabled { // create a cv::Mat table (for RGB planes as a single vector) - const float *retinaParvoFilterOutputPTR=&(_retinaFilter->getColorOutput()[0]); + const float *retinaParvoFilterOutputPTR=&(_retinaFilter->getColorOutput()[0]); return Mat(_retinaFilter->getColorOutput().size(), 1, CV_32F, (void*)retinaParvoFilterOutputPTR); } // otherwise, output is gray level diff --git a/modules/contrib/src/retinacolor.hpp b/modules/contrib/src/retinacolor.hpp index f9b53d3d0..ff4a12e40 100644 --- a/modules/contrib/src/retinacolor.hpp +++ b/modules/contrib/src/retinacolor.hpp @@ -350,7 +350,7 @@ namespace cv for (unsigned int idColumn=2;idColumn Date: Tue, 30 Apr 2013 20:26:00 +0200 Subject: [PATCH 21/25] updated doc+minor typo/buildbot reports correction --- .../contrib/doc/retina/images/retinaInput.jpg | Bin 0 -> 13646 bytes .../contrib/doc/retina/images/retinaOutput.jpg | Bin 0 -> 23338 bytes modules/contrib/doc/retina/index.rst | 12 ++++++++++-- 3 files changed, 10 insertions(+), 2 deletions(-) create mode 100644 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zLQAiMbGjha2)j!lY}@|;I$pBXOzD;hYGx(|kDt*7U~zfP5NAT?X!LCTDUP%YuiGma zBb}P{jRr5uKJbXEPu24J#@f`Xyhy?Y!Td!OII933k(=C*3V;Sc zFw9)0P?|y!<#7c~pkQOxiH+48dNXr%E=iCa5^7)jKZ$Tfa8cE`F`1RyINK7%Kg31E zMZ^JY=C2JKV%ucdn66mG<~F<|f(ru^XeScWUi1;1NF%0}<~JA}SR_wgGEGOBBjqc$ zIBj_oTBgDO08msqT$T-1rUV1Ac*+=Qt@ijMJvOE|z(%o$Hu5axg{o6obu8Eo6AGhO z+)N}vk3T1@s+T<9>A9faAlDM*5a|B^lp`T*NBfv!$t7P~2rgN$`}nT`m01S{W!q+5 j%tSFVfJ~qF!RzH<3`Mdm4}WY{sERfBM6ey3+|U2nzNtj9 literal 0 HcmV?d00001 diff --git a/modules/contrib/doc/retina/index.rst b/modules/contrib/doc/retina/index.rst index 0be6e73ed..72184d2af 100644 --- a/modules/contrib/doc/retina/index.rst +++ b/modules/contrib/doc/retina/index.rst @@ -5,8 +5,7 @@ Retina : a Bio mimetic human retina model Retina ====== - -.. ocv:class:: Retina +.. ocv:class:: Retina : public Algorithm Class which provides the main controls to the Gipsa/Listic labs human retina model. Spatio-temporal filtering modelling the two main retina information channels : @@ -14,19 +13,30 @@ Class which provides the main controls to the Gipsa/Listic labs human retina mo * periphearal vision for sensitive transient signals detection (motion and events) : the magnocellular pathway. +From a general point of view, this filter corrects luminance thanks to local adaptation. It filters out spatio-temporal noise and enhances details. This model originates from Jeanny Herault work [Herault2010]_. It has been involved in Alexandre Benoit phd and current research [Benoit2010]_. It includes the work of other Jeanny's phd student such as [Chaix2007]_ and the log polar transformations of Barthelemy Durette described in Jeanny's book. **NOTE : See the Retina tutorial in the tutorial/contrib section for complementary explanations.** +Example : a low quality color jpeg image with backlight problems as input of the retina model. + .. image:: images/retinaInput.jpg :alt: a low quality color jpeg image with backlight problems. :align: center -.. image:: images/retinaOutput.jpg - :alt: the retina foveal model applied on the entire image with default parameters. Here contours are enforced, halo effects are voluntary visible with this configuration, increase horizontalCellsGain near 1 to remove them. +Below, the retina foveal model applied on the entire image with default parameters. Here contours are enforced, halo effects are voluntary visible with this configuration, increase horizontalCellsGain near 1 to remove them. + +.. image:: images/retinaOutput_default.jpg + :alt: the retina foveal model applied on the entire image with default parameters. Here contours are enforced, luminance is corrected and halo effects are voluntary visible with this configuration, increase horizontalCellsGain near 1 to remove them. :align: center -The retina can be settled up with various parameters, by default, as shown on the figure above, the retina cancels mean luminance and enforces all details of the visual scene. Halo effects can be modulated (exagerated to cancelled). In order to use your own parameters, you can use at least one time the *write(String fs)* method which will write a proper XML file with all default parameters. Then, tweak it on your own and reload them at any time using method *setup(String fs)*. These methods update a *Retina::RetinaParameters* member structure that is described hereafter. :: +Below, a second the retina foveal model output applied on the entire image with 'naturalness' parameters. Here contours are enforced, luminance is corrected but halos are avoided with this configuration. As shown at the end of the page, parameters change from defaults are horizontalCellsGain=0.3 and photoreceptorsLocalAdaptationSensitivity=ganglioncellsSensitivity=0.89. + +.. image:: images/retinaOutput_realistic.jpg + :alt: the retina foveal model applied on the entire image with 'naturalness' parameters. Here contours are enforced but are avoided with this configuration, horizontalCellsGain is 0.3 and photoreceptorsLocalAdaptationSensitivity=ganglioncellsSensitivity=0.89. + :align: center + +The retina can be settled up with various parameters, by default, as shown on the figure above, the retina modulates mean luminance and enforces all details of the visual scene. Halo effects can be modulated (exagerated to cancelled as shown on the two examples). In order to use your own parameters, you can use at least one time the *write(String fs)* method which will write a proper XML file with all default parameters. Then, tweak it on your own and reload them at any time using method *setup(String fs)*. These methods update a *Retina::RetinaParameters* member structure that is described hereafter. XML parameters samples are shown at the end of the page. :: class Retina { @@ -373,3 +383,60 @@ Retina::RetinaParameters struct OPLandIplParvoParameters OPLandIplParvo; struct IplMagnoParameters IplMagno; }; + +Retina parameters files examples +++++++++++++++++++++++++++++++++ + +Here is the default configuration file of the retina module. It gives results such as the first retina output shown on the top of this page. + +.. code-block:: cpp + + + + + 1 + 1 + 7.5e-01 + 9.0e-01 + 5.7e-01 + 0.01 + 0.5 + 7. + 7.5e-01 + + 1 + 0. + 0. + 7. + 2.0e+00 + 9.5e-01 + 0. + 7. + + +Here is the 'realistic" setup used to obtain the second retina output shown on the top of this page. + +.. code-block:: cpp + + + + + 1 + 1 + 8.9e-01 + 0.0000000000000000e-01 + 5.3e-01 + 0.3 + 0. + . + 8.9e-01 + + 1 + 0. + 0. + 7. + 1.2000000476837158e+00 + 9.4999998807907104e-01 + 0. + 7. + diff --git a/modules/contrib/src/retina.cpp b/modules/contrib/src/retina.cpp index 038445a71..685d17c1a 100644 --- a/modules/contrib/src/retina.cpp +++ b/modules/contrib/src/retina.cpp @@ -564,8 +564,7 @@ void RetinaImpl::getParvoRAW(cv::Mat &parvoOutputBufferCopy){ // original API level data accessors : get buffers addresses... const Mat RetinaImpl::getMagnoRAW() const { // create a cv::Mat header for the valarray - const float *retinaMagnoFilterOutputPTR=&(_retinaFilter->getMovingContours()[0]); - return Mat(_retinaFilter->getMovingContours().size(),1, CV_32F, (void*)retinaMagnoFilterOutputPTR); + return Mat(_retinaFilter->getMovingContours().size(),1, CV_32F, (void*)get_data(_retinaFilter->getMovingContours())); } @@ -573,13 +572,11 @@ const Mat RetinaImpl::getParvoRAW() const { if (_retinaFilter->getColorMode()) // check if color mode is enabled { // create a cv::Mat table (for RGB planes as a single vector) - const float *retinaParvoFilterOutputPTR=&(_retinaFilter->getColorOutput()[0]); - return Mat(_retinaFilter->getColorOutput().size(), 1, CV_32F, (void*)retinaParvoFilterOutputPTR); + return Mat(_retinaFilter->getColorOutput().size(), 1, CV_32F, (void*)get_data(_retinaFilter->getColorOutput())); } // otherwise, output is gray level // create a cv::Mat header for the valarray - const float *retinaParvoFilterOutputPTR=&(_retinaFilter->getContours()[0]); - return Mat( _retinaFilter->getContours().size(), 1, CV_32F, (void*)retinaParvoFilterOutputPTR); + return Mat( _retinaFilter->getContours().size(), 1, CV_32F, (void*)get_data(_retinaFilter->getContours())); } // private method called by constructirs From f5d2d7b29bcf635abf62489881c65d9caeedf599 Mon Sep 17 00:00:00 2001 From: alexandre benoit Date: Wed, 1 May 2013 13:58:53 +0200 Subject: [PATCH 23/25] enhancing documentation --- modules/contrib/doc/retina/index.rst | 57 ++++++++++++++++++---------- 1 file changed, 37 insertions(+), 20 deletions(-) diff --git a/modules/contrib/doc/retina/index.rst b/modules/contrib/doc/retina/index.rst index 72184d2af..ba16702d0 100644 --- a/modules/contrib/doc/retina/index.rst +++ b/modules/contrib/doc/retina/index.rst @@ -7,47 +7,60 @@ Retina ====== .. ocv:class:: Retina : public Algorithm -Class which provides the main controls to the Gipsa/Listic labs human retina model. Spatio-temporal filtering modelling the two main retina information channels : +Introduction +++++++++++++ -* foveal vision for detailled color vision : the parvocellular pathway). +Class which provides the main controls to the Gipsa/Listic labs human retina model. This is a non separable spatio-temporal filter modelling the two main retina information channels : -* periphearal vision for sensitive transient signals detection (motion and events) : the magnocellular pathway. +* foveal vision for detailled color vision : the parvocellular pathway. -From a general point of view, this filter corrects luminance thanks to local adaptation. It filters out spatio-temporal noise and enhances details. -This model originates from Jeanny Herault work [Herault2010]_. It has been involved in Alexandre Benoit phd and current research [Benoit2010]_. It includes the work of other Jeanny's phd student such as [Chaix2007]_ and the log polar transformations of Barthelemy Durette described in Jeanny's book. +* peripheral vision for sensitive transient signals detection (motion and events) : the magnocellular pathway. -**NOTE : See the Retina tutorial in the tutorial/contrib section for complementary explanations.** +From a general point of view, this filter whitens the image spectrum and corrects luminance thanks to local adaptation. An other important property is its hability to filter out spatio-temporal noise while enhancing details. +This model originates from Jeanny Herault work [Herault2010]_. It has been involved in Alexandre Benoit phd and his current research [Benoit2010]_ (he currently maintains this module within OpenCV). It includes the work of other Jeanny's phd student such as [Chaix2007]_ and the log polar transformations of Barthelemy Durette described in Jeanny's book. -Example : a low quality color jpeg image with backlight problems as input of the retina model. +**NOTES :** + +* For ease of use in computer vision applications, the two retina channels are applied homogeneously on all the input images. This does not follow the real retina topology but this can still be done using the log sampling capabilities proposed within the class. + +* Extend the retina description and code use in the tutorial/contrib section for complementary explanations. + +Preliminary illustration +++++++++++++++++++++++++ + +As a preliminary presentation, let's start with a visual example. We propose to apply the filter on a low quality color jpeg image with backlight problems. Here is the considered input. .. image:: images/retinaInput.jpg :alt: a low quality color jpeg image with backlight problems. :align: center -Below, the retina foveal model applied on the entire image with default parameters. Here contours are enforced, halo effects are voluntary visible with this configuration, increase horizontalCellsGain near 1 to remove them. +Below, the retina foveal model applied on the entire image with default parameters. Here contours are enforced, halo effects are voluntary visible with this configuration. See parameters discussion below and increase horizontalCellsGain near 1 to remove them. .. image:: images/retinaOutput_default.jpg :alt: the retina foveal model applied on the entire image with default parameters. Here contours are enforced, luminance is corrected and halo effects are voluntary visible with this configuration, increase horizontalCellsGain near 1 to remove them. :align: center -Below, a second the retina foveal model output applied on the entire image with 'naturalness' parameters. Here contours are enforced, luminance is corrected but halos are avoided with this configuration. As shown at the end of the page, parameters change from defaults are horizontalCellsGain=0.3 and photoreceptorsLocalAdaptationSensitivity=ganglioncellsSensitivity=0.89. +Below, a second retina foveal model output applied on the entire image with a parameters setup focused on naturalness perception. Here contours are enforced, luminance is corrected but halos are avoided with this configuration. The backlight effect is corrected and highlight details are still preserved. Then, even on a low quality jpeg image, if some luminance information remains, the retina is able to reconstruct a proper visual signal. Such configuration is also usefull for High Dynamic Range (*HDR*) images compression to 8bit images as discussed in [benoit2010]_ and in the demonstration codes discussed below. +As shown at the end of the page, parameters change from defaults are : + +* horizontalCellsGain=0.3 + +* photoreceptorsLocalAdaptationSensitivity=ganglioncellsSensitivity=0.89. .. image:: images/retinaOutput_realistic.jpg :alt: the retina foveal model applied on the entire image with 'naturalness' parameters. Here contours are enforced but are avoided with this configuration, horizontalCellsGain is 0.3 and photoreceptorsLocalAdaptationSensitivity=ganglioncellsSensitivity=0.89. :align: center -The retina can be settled up with various parameters, by default, as shown on the figure above, the retina modulates mean luminance and enforces all details of the visual scene. Halo effects can be modulated (exagerated to cancelled as shown on the two examples). In order to use your own parameters, you can use at least one time the *write(String fs)* method which will write a proper XML file with all default parameters. Then, tweak it on your own and reload them at any time using method *setup(String fs)*. These methods update a *Retina::RetinaParameters* member structure that is described hereafter. XML parameters samples are shown at the end of the page. :: +The retina can be settled up with various parameters, by default, as shown on the figure above, the retina strongly reduces mean luminance energy and enforces all details of the visual scene. Luminance energy and halo effects can be modulated (exagerated to cancelled as shown on the two examples). In order to use your own parameters, you can use at least one time the *write(String fs)* method which will write a proper XML file with all default parameters. Then, tweak it on your own and reload them at any time using method *setup(String fs)*. These methods update a *Retina::RetinaParameters* member structure that is described hereafter. XML parameters file samples are shown at the end of the page. - class Retina +Here is an overview of the abstract Retina interface, allocate one instance with the *createRetina* functions.:: + + class Retina : public Algorithm { public: // parameters setup instance struct RetinaParameters; // this class is detailled later - // constructors (interfaces) - cv::Ptr createRetina (Size inputSize); - cv::Ptr createRetina (Size inputSize, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod=RETINA_COLOR_BAYER, const bool useRetinaLogSampling=false, const double reductionFactor=1.0, const double samplingStrenght=10.0); - // main method for input frame processing void run (const Mat &inputImage); @@ -83,6 +96,10 @@ The retina can be settled up with various parameters, by default, as shown on th void activateContoursProcessing (const bool activate); }; + // Allocators + cv::Ptr createRetina (Size inputSize); + cv::Ptr createRetina (Size inputSize, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod=RETINA_COLOR_BAYER, const bool useRetinaLogSampling=false, const double reductionFactor=1.0, const double samplingStrenght=10.0); + Description +++++++++++ @@ -398,7 +415,7 @@ Here is the default configuration file of the retina module. It gives results su 1 7.5e-01 9.0e-01 - 5.7e-01 + 5.3e-01 0.01 0.5 7. @@ -424,19 +441,19 @@ Here is the 'realistic" setup used to obtain the second retina output shown on t 1 1 8.9e-01 - 0.0000000000000000e-01 + 9.0e-01 5.3e-01 0.3 0. - . + 7. 8.9e-01 1 0. 0. 7. - 1.2000000476837158e+00 - 9.4999998807907104e-01 + 2.0e+00 + 9.5e-01 0. 7. From b58d9f1c2a8b9ba42d21a11871723e7a31310d85 Mon Sep 17 00:00:00 2001 From: alexandre benoit Date: Wed, 1 May 2013 19:35:32 +0200 Subject: [PATCH 24/25] enhancing documentation --- modules/contrib/doc/retina/index.rst | 23 +++++++++-------------- 1 file changed, 9 insertions(+), 14 deletions(-) diff --git a/modules/contrib/doc/retina/index.rst b/modules/contrib/doc/retina/index.rst index ba16702d0..cc263abb2 100644 --- a/modules/contrib/doc/retina/index.rst +++ b/modules/contrib/doc/retina/index.rst @@ -28,7 +28,7 @@ This model originates from Jeanny Herault work [Herault2010]_. It has been invol Preliminary illustration ++++++++++++++++++++++++ -As a preliminary presentation, let's start with a visual example. We propose to apply the filter on a low quality color jpeg image with backlight problems. Here is the considered input. +As a preliminary presentation, let's start with a visual example. We propose to apply the filter on a low quality color jpeg image with backlight problems. Here is the considered input... *"Well, my eyes were able to see more that this strange black shadow..."* .. image:: images/retinaInput.jpg :alt: a low quality color jpeg image with backlight problems. @@ -40,7 +40,7 @@ Below, the retina foveal model applied on the entire image with default paramete :alt: the retina foveal model applied on the entire image with default parameters. Here contours are enforced, luminance is corrected and halo effects are voluntary visible with this configuration, increase horizontalCellsGain near 1 to remove them. :align: center -Below, a second retina foveal model output applied on the entire image with a parameters setup focused on naturalness perception. Here contours are enforced, luminance is corrected but halos are avoided with this configuration. The backlight effect is corrected and highlight details are still preserved. Then, even on a low quality jpeg image, if some luminance information remains, the retina is able to reconstruct a proper visual signal. Such configuration is also usefull for High Dynamic Range (*HDR*) images compression to 8bit images as discussed in [benoit2010]_ and in the demonstration codes discussed below. +Below, a second retina foveal model output applied on the entire image with a parameters setup focused on naturalness perception. *"Hey, i now recognize my cat, looking at the mountains at the end of the day !"*. Here contours are enforced, luminance is corrected but halos are avoided with this configuration. The backlight effect is corrected and highlight details are still preserved. Then, even on a low quality jpeg image, if some luminance information remains, the retina is able to reconstruct a proper visual signal. Such configuration is also usefull for High Dynamic Range (*HDR*) images compression to 8bit images as discussed in [benoit2010]_ and in the demonstration codes discussed below. As shown at the end of the page, parameters change from defaults are : * horizontalCellsGain=0.3 @@ -51,7 +51,7 @@ As shown at the end of the page, parameters change from defaults are : :alt: the retina foveal model applied on the entire image with 'naturalness' parameters. Here contours are enforced but are avoided with this configuration, horizontalCellsGain is 0.3 and photoreceptorsLocalAdaptationSensitivity=ganglioncellsSensitivity=0.89. :align: center -The retina can be settled up with various parameters, by default, as shown on the figure above, the retina strongly reduces mean luminance energy and enforces all details of the visual scene. Luminance energy and halo effects can be modulated (exagerated to cancelled as shown on the two examples). In order to use your own parameters, you can use at least one time the *write(String fs)* method which will write a proper XML file with all default parameters. Then, tweak it on your own and reload them at any time using method *setup(String fs)*. These methods update a *Retina::RetinaParameters* member structure that is described hereafter. XML parameters file samples are shown at the end of the page. +As observed in this preliminary demo, the retina can be settled up with various parameters, by default, as shown on the figure above, the retina strongly reduces mean luminance energy and enforces all details of the visual scene. Luminance energy and halo effects can be modulated (exagerated to cancelled as shown on the two examples). In order to use your own parameters, you can use at least one time the *write(String fs)* method which will write a proper XML file with all default parameters. Then, tweak it on your own and reload them at any time using method *setup(String fs)*. These methods update a *Retina::RetinaParameters* member structure that is described hereafter. XML parameters file samples are shown at the end of the page. Here is an overview of the abstract Retina interface, allocate one instance with the *createRetina* functions.:: @@ -183,10 +183,14 @@ Ptr::createRetina :param inputSize: the input frame size :param colorMode: the chosen processing mode : with or without color processing - :param colorSamplingMethod: specifies which kind of color sampling will be used + :param colorSamplingMethod: specifies which kind of color sampling will be used : + * RETINA_COLOR_RANDOM: each pixel position is either R, G or B in a random choice + * RETINA_COLOR_DIAGONAL: color sampling is RGBRGBRGB..., line 2 BRGBRGBRG..., line 3, GBRGBRGBR... + * RETINA_COLOR_BAYER: standard bayer sampling + :param useRetinaLogSampling: activate retina log sampling, if true, the 2 following parameters can be used :param reductionFactor: only usefull if param useRetinaLogSampling=true, specifies the reduction factor of the output frame (as the center (fovea) is high resolution and corners can be underscaled, then a reduction of the output is allowed without precision leak :param samplingStrenght: only usefull if param useRetinaLogSampling=true, specifies the strenght of the log scale that is applied @@ -246,15 +250,6 @@ Retina::getMagno * RAW methods actually return a 1D matrix (encoding is M1, M2,... Mn), this output is the original retina filter model output, without any quantification or rescaling. -Retina::getParameters -+++++++++++++++++++++ - -.. ocv:function:: Retina::RetinaParameters Retina::getParameters() - - Retrieve the current parameters values in a *Retina::RetinaParameters* structure - - :return: the current parameters setup as a struture object. - Retina::getInputSize ++++++++++++++++++++ @@ -314,7 +309,7 @@ Retina::setup :param retinaParameterFile: the parameters filename :param applyDefaultSetupOnFailure: set to true if an error must be thrown on error :param fs: the open Filestorage which contains retina parameters - :param newParameters: a parameters structures updated with the new target configuration + :param newParameters: a parameters structures updated with the new target configuration. You can retreive the current parameers structure using method *Retina::RetinaParameters Retina::getParameters()* and update it before running method *setup*. Retina::write +++++++++++++ From a5acc9ee1f0a9fe9d946be91d0f67db05c0911e4 Mon Sep 17 00:00:00 2001 From: alexandre benoit Date: Fri, 3 May 2013 11:45:13 +0200 Subject: [PATCH 25/25] nicer interface with the use of InputArray and OutptArray instated of (const Mat&) --- modules/contrib/doc/retina/index.rst | 22 +++++----- .../include/opencv2/contrib/retina.hpp | 12 +++--- modules/contrib/src/retina.cpp | 42 ++++++++++--------- 3 files changed, 40 insertions(+), 36 deletions(-) diff --git a/modules/contrib/doc/retina/index.rst b/modules/contrib/doc/retina/index.rst index cc263abb2..5671df77c 100644 --- a/modules/contrib/doc/retina/index.rst +++ b/modules/contrib/doc/retina/index.rst @@ -62,16 +62,16 @@ Here is an overview of the abstract Retina interface, allocate one instance with struct RetinaParameters; // this class is detailled later // main method for input frame processing - void run (const Mat &inputImage); + void run (InputArray inputImage); // output buffers retreival methods // -> foveal color vision details channel with luminance and noise correction - void getParvo (Mat &retinaOutput_parvo); - void getParvoRAW (Mat &retinaOutput_parvo);// retreive original output buffers without any normalisation + void getParvo (OutputArray retinaOutput_parvo); + void getParvoRAW (OutputArray retinaOutput_parvo);// retreive original output buffers without any normalisation const Mat getParvoRAW () const;// retreive original output buffers without any normalisation // -> peripheral monochrome motion and events (transient information) channel - void getMagno (Mat &retinaOutput_magno); - void getMagnoRAW (Mat &retinaOutput_magno); // retreive original output buffers without any normalisation + void getMagno (OutputArray retinaOutput_magno); + void getMagnoRAW (OutputArray retinaOutput_magno); // retreive original output buffers without any normalisation const Mat getMagnoRAW () const;// retreive original output buffers without any normalisation // reset retina buffers... equivalent to closing your eyes for some seconds @@ -223,8 +223,8 @@ Retina::clearBuffers Retina::getParvo ++++++++++++++++ -.. ocv:function:: void Retina::getParvo( Mat & retinaOutput_parvo ) -.. ocv:function:: void Retina::getParvoRAW( Mat & retinaOutput_parvo ) +.. ocv:function:: void Retina::getParvo( OutputArray retinaOutput_parvo ) +.. ocv:function:: void Retina::getParvoRAW( OutputArray retinaOutput_parvo ) .. ocv:function:: const Mat Retina::getParvoRAW() const Accessor of the details channel of the retina (models foveal vision). Warning, getParvoRAW methods return buffers that are not rescaled within range [0;255] while the non RAW method allows a normalized matrix to be retrieved. @@ -238,8 +238,8 @@ Retina::getParvo Retina::getMagno ++++++++++++++++ -.. ocv:function:: void Retina::getMagno( Mat & retinaOutput_magno ) -.. ocv:function:: void Retina::getMagnoRAW( Mat & retinaOutput_magno ) +.. ocv:function:: void Retina::getMagno( OutputArray retinaOutput_magno ) +.. ocv:function:: void Retina::getMagnoRAW( OutputArray retinaOutput_magno ) .. ocv:function:: const Mat Retina::getMagnoRAW() const Accessor of the motion channel of the retina (models peripheral vision). Warning, getMagnoRAW methods return buffers that are not rescaled within range [0;255] while the non RAW method allows a normalized matrix to be retrieved. @@ -280,7 +280,7 @@ Retina::printSetup Retina::run +++++++++++ -.. ocv:function:: void Retina::run(const Mat & inputImage) +.. ocv:function:: void Retina::run(InputArray inputImage) Method which allows retina to be applied on an input image, after run, encapsulated retina module is ready to deliver its outputs using dedicated acccessors, see getParvo and getMagno methods @@ -439,7 +439,7 @@ Here is the 'realistic" setup used to obtain the second retina output shown on t 9.0e-01 5.3e-01 0.3 - 0. + 0.5 7. 8.9e-01 diff --git a/modules/contrib/include/opencv2/contrib/retina.hpp b/modules/contrib/include/opencv2/contrib/retina.hpp index cebe72c42..579c15d1d 100644 --- a/modules/contrib/include/opencv2/contrib/retina.hpp +++ b/modules/contrib/include/opencv2/contrib/retina.hpp @@ -119,7 +119,7 @@ public: normaliseOutput(true), photoreceptorsLocalAdaptationSensitivity(0.75f), photoreceptorsTemporalConstant(0.9f), - photoreceptorsSpatialConstant(0.57f), + photoreceptorsSpatialConstant(0.53f), horizontalCellsGain(0.01f), hcellsTemporalConstant(0.5f), hcellsSpatialConstant(7.f), @@ -239,31 +239,31 @@ public: * method which allows retina to be applied on an input image, after run, encapsulated retina module is ready to deliver its outputs using dedicated acccessors, see getParvo and getMagno methods * @param inputImage : the input cv::Mat image to be processed, can be gray level or BGR coded in any format (from 8bit to 16bits) */ - virtual void run(const Mat &inputImage)=0; + virtual void run(InputArray inputImage)=0; /** * accessor of the details channel of the retina (models foveal vision) * @param retinaOutput_parvo : the output buffer (reallocated if necessary), this output is rescaled for standard 8bits image processing use in OpenCV */ - virtual void getParvo(Mat &retinaOutput_parvo)=0; + virtual void getParvo(OutputArray retinaOutput_parvo)=0; /** * accessor of the details channel of the retina (models foveal vision) * @param retinaOutput_parvo : a cv::Mat header filled with the internal parvo buffer of the retina module. This output is the original retina filter model output, without any quantification or rescaling */ - virtual void getParvoRAW(Mat &retinaOutput_parvo)=0; + virtual void getParvoRAW(OutputArray retinaOutput_parvo)=0; /** * accessor of the motion channel of the retina (models peripheral vision) * @param retinaOutput_magno : the output buffer (reallocated if necessary), this output is rescaled for standard 8bits image processing use in OpenCV */ - virtual void getMagno(Mat &retinaOutput_magno)=0; + virtual void getMagno(OutputArray retinaOutput_magno)=0; /** * accessor of the motion channel of the retina (models peripheral vision) * @param retinaOutput_magno : a cv::Mat header filled with the internal retina magno buffer of the retina module. This output is the original retina filter model output, without any quantification or rescaling */ - virtual void getMagnoRAW(Mat &retinaOutput_magno)=0; + virtual void getMagnoRAW(OutputArray retinaOutput_magno)=0; // original API level data accessors : get buffers addresses from a Mat header, similar to getParvoRAW and getMagnoRAW... virtual const Mat getMagnoRAW() const=0; diff --git a/modules/contrib/src/retina.cpp b/modules/contrib/src/retina.cpp index 685d17c1a..de752c024 100644 --- a/modules/contrib/src/retina.cpp +++ b/modules/contrib/src/retina.cpp @@ -194,31 +194,31 @@ public: * method which allows retina to be applied on an input image, after run, encapsulated retina module is ready to deliver its outputs using dedicated acccessors, see getParvo and getMagno methods * @param inputImage : the input cv::Mat image to be processed, can be gray level or BGR coded in any format (from 8bit to 16bits) */ - void run(const Mat &inputImage); + void run(InputArray inputImage); /** * accessor of the details channel of the retina (models foveal vision) * @param retinaOutput_parvo : the output buffer (reallocated if necessary), this output is rescaled for standard 8bits image processing use in OpenCV */ - void getParvo(Mat &retinaOutput_parvo); + void getParvo(OutputArray retinaOutput_parvo); /** * accessor of the details channel of the retina (models foveal vision) * @param retinaOutput_parvo : a cv::Mat header filled with the internal parvo buffer of the retina module. This output is the original retina filter model output, without any quantification or rescaling */ - void getParvoRAW(Mat &retinaOutput_parvo); + void getParvoRAW(OutputArray retinaOutput_parvo); /** * accessor of the motion channel of the retina (models peripheral vision) * @param retinaOutput_magno : the output buffer (reallocated if necessary), this output is rescaled for standard 8bits image processing use in OpenCV */ - void getMagno(Mat &retinaOutput_magno); + void getMagno(OutputArray retinaOutput_magno); /** * accessor of the motion channel of the retina (models peripheral vision) * @param retinaOutput_magno : a cv::Mat header filled with the internal retina magno buffer of the retina module. This output is the original retina filter model output, without any quantification or rescaling */ - void getMagnoRAW(Mat &retinaOutput_magno); + void getMagnoRAW(OutputArray retinaOutput_magno); // original API level data accessors : get buffers addresses from a Mat header, similar to getParvoRAW and getMagnoRAW... const Mat getMagnoRAW() const; @@ -267,7 +267,7 @@ private: * @param colorMode : a flag which mentions if matrix is color (true) or graylevel (false) * @param outBuffer : the output matrix which is reallocated to satisfy Retina output buffer dimensions */ - void _convertValarrayBuffer2cvMat(const std::valarray &grayMatrixToConvert, const unsigned int nbRows, const unsigned int nbColumns, const bool colorMode, Mat &outBuffer); + void _convertValarrayBuffer2cvMat(const std::valarray &grayMatrixToConvert, const unsigned int nbRows, const unsigned int nbColumns, const bool colorMode, OutputArray outBuffer); /** * @@ -275,7 +275,7 @@ private: * @param outputValarrayMatrix : the output valarray * @return the input image color mode (color=true, gray levels=false) */ - bool _convertCvMat2ValarrayBuffer(const cv::Mat inputMatToConvert, std::valarray &outputValarrayMatrix); + bool _convertCvMat2ValarrayBuffer(InputArray inputMatToConvert, std::valarray &outputValarrayMatrix); //! private method called by constructors, gathers their parameters and use them in a unified way void _init(const Size inputSize, const bool colorMode, RETINA_COLORSAMPLINGMETHOD colorSamplingMethod=RETINA_COLOR_BAYER, const bool useRetinaLogSampling=false, const double reductionFactor=1.0, const double samplingStrenght=10.0); @@ -517,16 +517,16 @@ void RetinaImpl::setupIPLMagnoChannel(const bool normaliseOutput, const float pa _retinaParameters.IplMagno.localAdaptintegration_k = localAdaptintegration_k; } -void RetinaImpl::run(const cv::Mat &inputMatToConvert) +void RetinaImpl::run(InputArray inputMatToConvert) { // first convert input image to the compatible format : std::valarray - const bool colorMode = _convertCvMat2ValarrayBuffer(inputMatToConvert, _inputBuffer); + const bool colorMode = _convertCvMat2ValarrayBuffer(inputMatToConvert.getMat(), _inputBuffer); // process the retina if (!_retinaFilter->runFilter(_inputBuffer, colorMode, false, _retinaParameters.OPLandIplParvo.colorMode && colorMode, false)) throw cv::Exception(-1, "RetinaImpl cannot be applied, wrong input buffer size", "RetinaImpl::run", "RetinaImpl.h", 0); } -void RetinaImpl::getParvo(cv::Mat &retinaOutput_parvo) +void RetinaImpl::getParvo(OutputArray retinaOutput_parvo) { if (_retinaFilter->getColorMode()) { @@ -539,7 +539,7 @@ void RetinaImpl::getParvo(cv::Mat &retinaOutput_parvo) } //retinaOutput_parvo/=255.0; } -void RetinaImpl::getMagno(cv::Mat &retinaOutput_magno) +void RetinaImpl::getMagno(OutputArray retinaOutput_magno) { // reallocate output buffer (if necessary) _convertValarrayBuffer2cvMat(_retinaFilter->getMovingContours(), _retinaFilter->getOutputNBrows(), _retinaFilter->getOutputNBcolumns(), false, retinaOutput_magno); @@ -547,14 +547,14 @@ void RetinaImpl::getMagno(cv::Mat &retinaOutput_magno) } // original API level data accessors : copy buffers if size matches, reallocate if required -void RetinaImpl::getMagnoRAW(cv::Mat &magnoOutputBufferCopy){ +void RetinaImpl::getMagnoRAW(OutputArray magnoOutputBufferCopy){ // get magno channel header const cv::Mat magnoChannel=cv::Mat(getMagnoRAW()); // copy data magnoChannel.copyTo(magnoOutputBufferCopy); } -void RetinaImpl::getParvoRAW(cv::Mat &parvoOutputBufferCopy){ +void RetinaImpl::getParvoRAW(OutputArray parvoOutputBufferCopy){ // get parvo channel header const cv::Mat parvoChannel=cv::Mat(getMagnoRAW()); // copy data @@ -605,25 +605,27 @@ void RetinaImpl::_init(const cv::Size inputSz, const bool colorMode, RETINA_COLO printf("%s\n", printSetup().c_str()); } -void RetinaImpl::_convertValarrayBuffer2cvMat(const std::valarray &grayMatrixToConvert, const unsigned int nbRows, const unsigned int nbColumns, const bool colorMode, cv::Mat &outBuffer) +void RetinaImpl::_convertValarrayBuffer2cvMat(const std::valarray &grayMatrixToConvert, const unsigned int nbRows, const unsigned int nbColumns, const bool colorMode, OutputArray outBuffer) { // fill output buffer with the valarray buffer const float *valarrayPTR=get_data(grayMatrixToConvert); if (!colorMode) { outBuffer.create(cv::Size(nbColumns, nbRows), CV_8U); + Mat outMat = outBuffer.getMat(); for (unsigned int i=0;i(pixel)=(unsigned char)*(valarrayPTR++); + outMat.at(pixel)=(unsigned char)*(valarrayPTR++); } } }else { const unsigned int doubleNBpixels=_retinaFilter->getOutputNBpixels()*2; outBuffer.create(cv::Size(nbColumns, nbRows), CV_8UC3); + Mat outMat = outBuffer.getMat(); for (unsigned int i=0;i &grayMa pixelValues[1]=(unsigned char)*(valarrayPTR+_retinaFilter->getOutputNBpixels()); pixelValues[0]=(unsigned char)*(valarrayPTR+doubleNBpixels); - outBuffer.at(pixel)=pixelValues; + outMat.at(pixel)=pixelValues; } } } } -bool RetinaImpl::_convertCvMat2ValarrayBuffer(const cv::Mat inputMatToConvert, std::valarray &outputValarrayMatrix) +bool RetinaImpl::_convertCvMat2ValarrayBuffer(InputArray inputMat, std::valarray &outputValarrayMatrix) { + const Mat inputMatToConvert=inputMat.getMat(); // first check input consistency if (inputMatToConvert.empty()) throw cv::Exception(-1, "RetinaImpl cannot be applied, input buffer is empty", "RetinaImpl::run", "RetinaImpl.h", 0); @@ -651,8 +654,9 @@ bool RetinaImpl::_convertCvMat2ValarrayBuffer(const cv::Mat inputMatToConvert, s // convert to float AND fill the valarray buffer typedef float T; // define here the target pixel format, here, float - const int dsttype = DataType::depth; // output buffer is float format + const int dsttype = DataType::depth; // output buffer is float format + if(imageNumberOfChannels==4) { @@ -665,7 +669,7 @@ bool RetinaImpl::_convertCvMat2ValarrayBuffer(const cv::Mat inputMatToConvert, s }; planes[3] = cv::Mat(inputMatToConvert.size(), dsttype); // last channel (alpha) does not point on the valarray (not usefull in our case) // split color cv::Mat in 4 planes... it fills valarray directely - cv::split(cv::Mat_ >(inputMatToConvert), planes); + cv::split(Mat_ >(inputMatToConvert), planes); } else if (imageNumberOfChannels==3) {