#include "perf_precomp.hpp" using namespace std; using namespace std::tr1; using namespace testing; using namespace perf; using namespace cv; using namespace cv::superres; using namespace cv::gpu; namespace { class OneFrameSource_CPU : public FrameSource { public: explicit OneFrameSource_CPU(const Mat& frame) : frame_(frame) {} void nextFrame(OutputArray frame) { frame.getMatRef() = frame_; } void reset() { } private: Mat frame_; }; class OneFrameSource_GPU : public FrameSource { public: explicit OneFrameSource_GPU(const GpuMat& frame) : frame_(frame) {} void nextFrame(OutputArray frame) { frame.getGpuMatRef() = frame_; } void reset() { } private: GpuMat frame_; }; class ZeroOpticalFlow : public DenseOpticalFlowExt { public: void calc(InputArray frame0, InputArray, OutputArray flow1, OutputArray flow2) { cv::Size size = frame0.size(); if (!flow2.needed()) { flow1.create(size, CV_32FC2); if (flow1.kind() == cv::_InputArray::GPU_MAT) flow1.getGpuMatRef().setTo(cv::Scalar::all(0)); else flow1.getMatRef().setTo(cv::Scalar::all(0)); } else { flow1.create(size, CV_32FC1); flow2.create(size, CV_32FC1); if (flow1.kind() == cv::_InputArray::GPU_MAT) flow1.getGpuMatRef().setTo(cv::Scalar::all(0)); else flow1.getMatRef().setTo(cv::Scalar::all(0)); if (flow2.kind() == cv::_InputArray::GPU_MAT) flow2.getGpuMatRef().setTo(cv::Scalar::all(0)); else flow2.getMatRef().setTo(cv::Scalar::all(0)); } } void collectGarbage() { } }; } PERF_TEST_P(Size_MatType, SuperResolution_BTVL1, Combine(Values(szSmall64, szSmall128), Values(MatType(CV_8UC1), MatType(CV_8UC3)))) { declare.time(5 * 60); const Size size = get<0>(GetParam()); const int type = get<1>(GetParam()); Mat frame(size, type); declare.in(frame, WARMUP_RNG); const int scale = 2; const int iterations = 50; const int temporalAreaRadius = 1; Ptr opticalFlow(new ZeroOpticalFlow); if (PERF_RUN_GPU()) { Ptr superRes = createSuperResolution_BTVL1_GPU(); superRes->set("scale", scale); superRes->set("iterations", iterations); superRes->set("temporalAreaRadius", temporalAreaRadius); superRes->set("opticalFlow", opticalFlow); superRes->setInput(new OneFrameSource_GPU(GpuMat(frame))); GpuMat dst; superRes->nextFrame(dst); TEST_CYCLE_N(10) superRes->nextFrame(dst); GPU_SANITY_CHECK(dst); } else { Ptr superRes = createSuperResolution_BTVL1(); superRes->set("scale", scale); superRes->set("iterations", iterations); superRes->set("temporalAreaRadius", temporalAreaRadius); superRes->set("opticalFlow", opticalFlow); superRes->setInput(new OneFrameSource_CPU(frame)); Mat dst; superRes->nextFrame(dst); TEST_CYCLE_N(10) superRes->nextFrame(dst); CPU_SANITY_CHECK(dst); } }