Merge remote-tracking branch 'origin/2.4'
Pull requests: #943 from jet47:cuda-5.5-support #944 from jet47:cmake-2.8.11-cuda-fix #912 from SpecLad:contributing #934 from SpecLad:parallel-for #931 from jet47:gpu-test-fixes #932 from bitwangyaoyao:2.4_fixBFM #918 from bitwangyaoyao:2.4_samples #924 from pengx17:2.4_arithm_fix #925 from pengx17:2.4_canny_tmp_fix #927 from bitwangyaoyao:2.4_perf #930 from pengx17:2.4_haar_ext #928 from apavlenko:bugfix_3027 #920 from asmorkalov:android_move #910 from pengx17:2.4_oclgfft #913 from janm399:2.4 #916 from bitwangyaoyao:2.4_fixPyrLK #919 from abidrahmank:2.4 #923 from pengx17:2.4_macfix Conflicts: modules/calib3d/src/stereobm.cpp modules/features2d/src/detectors.cpp modules/gpu/src/error.cpp modules/gpu/src/precomp.hpp modules/imgproc/src/distransform.cpp modules/imgproc/src/morph.cpp modules/ocl/include/opencv2/ocl/ocl.hpp modules/ocl/perf/perf_color.cpp modules/ocl/perf/perf_imgproc.cpp modules/ocl/perf/perf_match_template.cpp modules/ocl/perf/precomp.cpp modules/ocl/perf/precomp.hpp modules/ocl/src/arithm.cpp modules/ocl/src/canny.cpp modules/ocl/src/filtering.cpp modules/ocl/src/haar.cpp modules/ocl/src/hog.cpp modules/ocl/src/imgproc.cpp modules/ocl/src/opencl/haarobjectdetect.cl modules/ocl/src/pyrlk.cpp modules/video/src/bgfg_gaussmix2.cpp modules/video/src/lkpyramid.cpp platforms/linux/scripts/cmake_arm_gnueabi_hardfp.sh platforms/linux/scripts/cmake_arm_gnueabi_softfp.sh platforms/scripts/ABI_compat_generator.py samples/ocl/facedetect.cpp
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@@ -46,7 +46,6 @@ public:
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bool gamma_corr;
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};
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class App
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{
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public:
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@@ -65,6 +64,13 @@ public:
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string message() const;
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// This function test if gpu_rst matches cpu_rst.
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// If the two vectors are not equal, it will return the difference in vector size
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// Else if will return
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// (total diff of each cpu and gpu rects covered pixels)/(total cpu rects covered pixels)
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double checkRectSimilarity(Size sz,
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std::vector<Rect>& cpu_rst,
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std::vector<Rect>& gpu_rst);
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private:
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App operator=(App&);
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@@ -291,6 +297,7 @@ void App::run()
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ocl::oclMat gpu_img;
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// Iterate over all frames
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bool verify = false;
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while (running && !frame.empty())
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{
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workBegin();
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@@ -317,7 +324,18 @@ void App::run()
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gpu_img.upload(img);
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gpu_hog.detectMultiScale(gpu_img, found, hit_threshold, win_stride,
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Size(0, 0), scale, gr_threshold);
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}
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if (!verify)
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{
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// verify if GPU output same objects with CPU at 1st run
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verify = true;
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vector<Rect> ref_rst;
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cvtColor(img, img, COLOR_BGRA2BGR);
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cpu_hog.detectMultiScale(img, ref_rst, hit_threshold, win_stride,
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Size(0, 0), scale, gr_threshold-2);
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double accuracy = checkRectSimilarity(img.size(), ref_rst, found);
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cout << "\naccuracy value: " << accuracy << endl;
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}
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}
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else cpu_hog.detectMultiScale(img, found, hit_threshold, win_stride,
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Size(0, 0), scale, gr_threshold);
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hogWorkEnd();
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@@ -458,3 +476,45 @@ inline string App::workFps() const
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return ss.str();
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}
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double App::checkRectSimilarity(Size sz,
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std::vector<Rect>& ob1,
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std::vector<Rect>& ob2)
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{
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double final_test_result = 0.0;
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size_t sz1 = ob1.size();
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size_t sz2 = ob2.size();
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if(sz1 != sz2)
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return sz1 > sz2 ? (double)(sz1 - sz2) : (double)(sz2 - sz1);
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else
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{
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cv::Mat cpu_result(sz, CV_8UC1);
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cpu_result.setTo(0);
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for(vector<Rect>::const_iterator r = ob1.begin(); r != ob1.end(); r++)
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{
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cv::Mat cpu_result_roi(cpu_result, *r);
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cpu_result_roi.setTo(1);
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cpu_result.copyTo(cpu_result);
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}
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int cpu_area = cv::countNonZero(cpu_result > 0);
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cv::Mat gpu_result(sz, CV_8UC1);
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gpu_result.setTo(0);
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for(vector<Rect>::const_iterator r2 = ob2.begin(); r2 != ob2.end(); r2++)
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{
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cv::Mat gpu_result_roi(gpu_result, *r2);
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gpu_result_roi.setTo(1);
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gpu_result.copyTo(gpu_result);
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}
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cv::Mat result_;
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multiply(cpu_result, gpu_result, result_);
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int result = cv::countNonZero(result_ > 0);
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final_test_result = 1.0 - (double)result/(double)cpu_area;
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}
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return final_test_result;
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}
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