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Open Source Computer Vision Library
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123 lines
3.0 KiB
123 lines
3.0 KiB
#include "test_precomp.hpp" |
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#include "opencv2/ts/ocl_test.hpp" |
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#ifdef HAVE_OPENCL |
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#if defined(HAVE_XINE) || \ |
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defined(HAVE_GSTREAMER) || \ |
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defined(HAVE_QUICKTIME) || \ |
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defined(HAVE_AVFOUNDATION) || \ |
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defined(HAVE_FFMPEG) || \ |
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defined(WIN32) |
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# define BUILD_WITH_VIDEO_INPUT_SUPPORT 1 |
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#else |
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# define BUILD_WITH_VIDEO_INPUT_SUPPORT 0 |
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#endif |
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#if BUILD_WITH_VIDEO_INPUT_SUPPORT |
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namespace cvtest { |
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namespace ocl { |
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////////////////////////// MOG2/////////////////////////////////// |
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namespace |
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{ |
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IMPLEMENT_PARAM_CLASS(UseGray, bool) |
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IMPLEMENT_PARAM_CLASS(DetectShadow, bool) |
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} |
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PARAM_TEST_CASE(Mog2, UseGray, DetectShadow) |
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{ |
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bool useGray; |
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bool detectShadow; |
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bool useRoi; |
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virtual void SetUp() |
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{ |
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useGray = GET_PARAM(0); |
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detectShadow = GET_PARAM(1); |
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} |
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}; |
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OCL_TEST_P(Mog2, Update) |
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{ |
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string inputFile = string(TS::ptr()->get_data_path()) + "video/768x576.avi"; |
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VideoCapture cap(inputFile); |
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ASSERT_TRUE(cap.isOpened()); |
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Ptr<BackgroundSubtractorMOG2> mog2_cpu = createBackgroundSubtractorMOG2(); |
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Ptr<BackgroundSubtractorMOG2> mog2_ocl = createBackgroundSubtractorMOG2(); |
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mog2_cpu->setDetectShadows(detectShadow); |
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mog2_ocl->setDetectShadows(detectShadow); |
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Mat frame, foreground; |
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UMat u_foreground; |
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for (int i = 0; i < 10; ++i) |
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{ |
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cap >> frame; |
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ASSERT_FALSE(frame.empty()); |
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if (useGray) |
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{ |
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Mat temp; |
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cvtColor(frame, temp, COLOR_BGR2GRAY); |
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swap(temp, frame); |
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} |
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OCL_OFF(mog2_cpu->apply(frame, foreground)); |
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OCL_ON (mog2_ocl->apply(frame, u_foreground)); |
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if (detectShadow) |
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EXPECT_MAT_SIMILAR(foreground, u_foreground, 15e-3) |
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else |
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EXPECT_MAT_NEAR(foreground, u_foreground, 0); |
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} |
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} |
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OCL_TEST_P(Mog2, getBackgroundImage) |
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{ |
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if (useGray) |
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return; |
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string inputFile = string(TS::ptr()->get_data_path()) + "video/768x576.avi"; |
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VideoCapture cap(inputFile); |
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ASSERT_TRUE(cap.isOpened()); |
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Ptr<BackgroundSubtractorMOG2> mog2_cpu = createBackgroundSubtractorMOG2(); |
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Ptr<BackgroundSubtractorMOG2> mog2_ocl = createBackgroundSubtractorMOG2(); |
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mog2_cpu->setDetectShadows(detectShadow); |
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mog2_ocl->setDetectShadows(detectShadow); |
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Mat frame, foreground; |
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UMat u_foreground; |
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for (int i = 0; i < 10; ++i) |
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{ |
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cap >> frame; |
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ASSERT_FALSE(frame.empty()); |
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OCL_OFF(mog2_cpu->apply(frame, foreground)); |
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OCL_ON (mog2_ocl->apply(frame, u_foreground)); |
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} |
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Mat background; |
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OCL_OFF(mog2_cpu->getBackgroundImage(background)); |
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UMat u_background; |
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OCL_ON (mog2_ocl->getBackgroundImage(u_background)); |
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EXPECT_MAT_NEAR(background, u_background, 1.0); |
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} |
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OCL_INSTANTIATE_TEST_CASE_P(OCL_Video, Mog2, Combine( |
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Values(UseGray(true), UseGray(false)), |
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Values(DetectShadow(true), DetectShadow(false))) |
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); |
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}}// namespace cvtest::ocl |
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#endif |
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#endif
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