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@ -123,3 +123,104 @@ struct CV_GpuMeanShiftTest : public CvTest |
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/////////////////////////////////////////////////////////////////////////////
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/////////////////////////////////////////////////////////////////////////////
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CV_GpuMeanShiftTest CV_GpuMeanShift_test; |
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CV_GpuMeanShiftTest CV_GpuMeanShift_test; |
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struct CV_GpuMeanShiftProcTest : public CvTest |
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{ |
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CV_GpuMeanShiftProcTest(): CvTest( "GPU-MeanShiftProc", "MeanShiftProc" ){} |
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void run(int) |
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{ |
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int spatialRad = 30; |
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int colorRad = 30; |
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cv::Mat img = cv::imread(std::string(ts->get_data_path()) + "meanshift/cones.png"); |
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if (img.empty()) |
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{ |
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ts->set_failed_test_info(CvTS::FAIL_MISSING_TEST_DATA); |
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return; |
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} |
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cv::Mat rgba; |
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cvtColor(img, rgba, CV_BGR2BGRA); |
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try |
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{ |
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cv::gpu::GpuMat h_rmap_filtered; |
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cv::gpu::meanShiftFiltering( cv::gpu::GpuMat(rgba), h_rmap_filtered, spatialRad, colorRad ); |
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cv::gpu::GpuMat d_rmap; |
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cv::gpu::GpuMat d_spmap; |
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cv::gpu::meanShiftProc( cv::gpu::GpuMat(rgba), d_rmap, d_spmap, spatialRad, colorRad ); |
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if (d_rmap.type() != CV_8UC4) |
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{ |
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ts->set_failed_test_info(CvTS::FAIL_INVALID_OUTPUT); |
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return; |
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} |
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cv::Mat rmap_filtered; |
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h_rmap_filtered.download(rmap_filtered); |
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cv::Mat rmap; |
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d_rmap.download(rmap); |
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uchar maxDiff = 0; |
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for (int j = 0; j < rmap_filtered.rows; ++j) |
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{ |
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const uchar* res_line = rmap_filtered.ptr<uchar>(j); |
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const uchar* ref_line = rmap.ptr<uchar>(j); |
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for (int i = 0; i < rmap_filtered.cols; ++i) |
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{ |
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for (int k = 0; k < 3; ++k) |
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{ |
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const uchar& ch1 = res_line[rmap_filtered.channels()*i + k]; |
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const uchar& ch2 = ref_line[rmap.channels()*i + k]; |
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uchar diff = static_cast<uchar>(abs(ch1 - ch2)); |
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if (maxDiff < diff) |
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maxDiff = diff; |
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} |
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} |
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} |
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if (maxDiff > 0)
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{ |
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ts->printf(CvTS::LOG, "\nMeanShiftProc maxDiff = %d\n", maxDiff); |
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ts->set_failed_test_info(CvTS::FAIL_GENERIC); |
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return; |
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} |
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cv::Mat spmap; |
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d_spmap.download(spmap); |
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cv::Mat spmap_template; |
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cv::FileStorage fs(std::string(ts->get_data_path()) + "meanshift/spmap.yaml", cv::FileStorage::READ); |
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fs["spmap"] >> spmap_template; |
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for (int y = 0; y < spmap.rows; ++y) { |
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for (int x = 0; x < spmap.cols; ++x) { |
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cv::Point_<short> expected = spmap_template.at<cv::Point_<short> >(y, x); |
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cv::Point_<short> actual = spmap.at<cv::Point_<short> >(y, x); |
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int diff = (expected - actual).dot(expected - actual); |
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if (actual != expected) { |
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ts->printf(CvTS::LOG, "\nMeanShiftProc SpMap is bad, diff=%d\n", diff); |
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ts->set_failed_test_info(CvTS::FAIL_GENERIC); |
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return; |
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} |
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} |
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} |
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} |
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catch(const cv::Exception& e) |
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{ |
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if (!check_and_treat_gpu_exception(e, ts)) |
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throw; |
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return; |
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} |
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ts->set_failed_test_info(CvTS::OK); |
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} |
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}; |
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CV_GpuMeanShiftProcTest CV_GpuMeanShiftProc_test; |
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