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LBP features integrated in CascadeClassifier_GPU

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marina.kolpakova
2012-07-24 13:51:35 +04:00
parent 2dc93574e1
commit 1b7ad93dc9
5 changed files with 506 additions and 493 deletions
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54
modules/gpu/include/opencv2/gpu/gpu.hpp
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@@ -1397,7 +1397,7 @@ public:
};
////////////////////////////////// CascadeClassifier_GPU //////////////////////////////////////////
// The cascade classifier class for object detection.
// The cascade classifier class for object detection: supports old haar and new lbp xlm formats and nvbin for haar cascades olny.
class CV_EXPORTS CascadeClassifier_GPU
{
public:
@@ -1407,42 +1407,28 @@ public:
bool empty() const;
bool load(const std::string& filename);
void release();
/* returns number of detected objects */
int detectMultiScale(const GpuMat& image, GpuMat& objectsBuf, double scaleFactor=1.2, int minNeighbors=4, Size minSize=Size());
bool findLargestObject;
bool visualizeInPlace;
Size getClassifierSize() const;
private:
struct CascadeClassifierImpl;
CascadeClassifierImpl* impl;
};
// The cascade classifier class for object detection.
class CV_EXPORTS CascadeClassifier_GPU_LBP
{
public:
CascadeClassifier_GPU_LBP(cv::Size detectionFrameSize = cv::Size());
~CascadeClassifier_GPU_LBP();
bool empty() const;
bool load(const std::string& filename);
void release();
int detectMultiScale(const GpuMat& image, GpuMat& objectsBuf, double scaleFactor = 1.1, int minNeighbors = 4,
cv::Size maxObjectSize = cv::Size()/*, Size minSize = Size()*/);
Size getClassifierSize() const;
void release();
private:
/* returns number of detected objects */
int detectMultiScale(const GpuMat& image, GpuMat& objectsBuf, double scaleFactor = 1.2, int minNeighbors = 4, Size minSize = Size());
bool findLargestObject;
bool visualizeInPlace;
Size getClassifierSize() const;
private:
struct CascadeClassifierImpl;
CascadeClassifierImpl* impl;
};
////////////////////////////////// SURF //////////////////////////////////////////
struct HaarCascade;
struct LbpCascade;
friend class CascadeClassifier_GPU_LBP;
public:
int detectMultiScale(const GpuMat& image, GpuMat& objectsBuf, Size maxObjectSize, Size minSize = Size(), double scaleFactor = 1.1, int minNeighbors = 4);
};
////////////////////////////////// SURF //////////////////////////////////////////
class CV_EXPORTS SURF_GPU
{