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Validate parameters for using OpenCL version, before upload UMat
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4152135e63
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@ -3841,6 +3841,8 @@ struct Image2D::Impl
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{
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Impl(const UMat &src)
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{
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handle = 0;
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refcount = 1;
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init(src);
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}
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~Impl()
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@ -611,47 +611,34 @@ namespace cv
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//getMinEigenVals = false;
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}
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bool sparse(const UMat &prevImg, const UMat &nextImg, const UMat &prevPts, UMat &nextPts, UMat &status, UMat &err)
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bool checkParam()
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{
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if (prevPts.empty())
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{
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nextPts.release();
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status.release();
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return false;
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}
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iters = std::min(std::max(iters, 0), 100);
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derivLambda = std::min(std::max(derivLambda, 0.0), 1.0);
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if (derivLambda < 0)
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return false;
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if (maxLevel < 0 || winSize.width <= 2 || winSize.height <= 2)
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return false;
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iters = std::min(std::max(iters, 0), 100);
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if (prevPts.rows != 1 || prevPts.type() != CV_32FC2)
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return false;
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dim3 patch;
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calcPatchSize(patch);
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if (patch.x <= 0 || patch.x >= 6 || patch.y <= 0 || patch.y >= 6)
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return false;
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if (!initWaveSize())
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return false;
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if (useInitialFlow)
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{
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if (nextPts.size() != prevPts.size() || nextPts.type() != CV_32FC2)
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return false;
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}
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else
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ensureSizeIsEnough(1, prevPts.cols, prevPts.type(), nextPts);
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return true;
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}
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bool sparse(const UMat &prevImg, const UMat &nextImg, const UMat &prevPts, UMat &nextPts, UMat &status, UMat &err)
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{
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if (!checkParam())
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return false;
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UMat temp1 = (useInitialFlow ? nextPts : prevPts).reshape(1);
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UMat temp2 = nextPts.reshape(1);
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multiply(1.0f / (1 << maxLevel) /2.0f, temp1, temp2);
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ensureSizeIsEnough(1, prevPts.cols, CV_8UC1, status);
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status.setTo(Scalar::all(1));
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ensureSizeIsEnough(1, prevPts.cols, CV_32FC1, err);
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// build the image pyramids.
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std::vector<UMat> prevPyr; prevPyr.resize(maxLevel + 1);
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std::vector<UMat> nextPyr; nextPyr.resize(maxLevel + 1);
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@ -668,9 +655,10 @@ namespace cv
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// dI/dx ~ Ix, dI/dy ~ Iy
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for (int level = maxLevel; level >= 0; level--)
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{
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lkSparse_run(prevPyr[level], nextPyr[level],
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prevPts, nextPts, status, err, prevPts.cols,
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level, patch);
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if (!lkSparse_run(prevPyr[level], nextPyr[level], prevPts,
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nextPts, status, err,
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prevPts.cols, level, patch))
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return false;
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}
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return true;
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}
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@ -707,6 +695,7 @@ namespace cv
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}
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private:
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int waveSize;
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dim3 patch;
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bool initWaveSize()
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{
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waveSize = 1;
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@ -764,13 +753,6 @@ namespace cv
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{
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return (cv::ocl::Device::TYPE_CPU == cv::ocl::Device::getDefault().type());
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}
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inline static void ensureSizeIsEnough(int rows, int cols, int type, UMat &m)
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{
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if (m.type() == type && m.rows >= rows && m.cols >= cols)
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m = m(Rect(0, 0, cols, rows));
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else
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m.create(rows, cols, type);
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}
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};
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@ -794,19 +776,33 @@ namespace cv
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if ((0 != CV_MAT_DEPTH(typePrev)) || (0 != CV_MAT_DEPTH(typeNext)))
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return false;
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if (_prevPts.empty() || _prevPts.size().height != 1 || _prevPts.type() != CV_32FC2)
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return false;
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bool useInitialFlow = (0 != (flags & OPTFLOW_USE_INITIAL_FLOW));
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if (useInitialFlow)
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{
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if (_nextPts.size() != _prevPts.size() || _nextPts.type() != CV_32FC2)
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return false;
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}
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PyrLKOpticalFlow opticalFlow;
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opticalFlow.winSize = winSize;
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opticalFlow.maxLevel = maxLevel;
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opticalFlow.iters = criteria.maxCount;
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opticalFlow.derivLambda = criteria.epsilon;
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opticalFlow.useInitialFlow = (0 != (flags & OPTFLOW_USE_INITIAL_FLOW));
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opticalFlow.useInitialFlow = useInitialFlow;
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if (!opticalFlow.checkParam())
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return false;
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UMat umatErr;
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if (_err.needed())
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{
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_err.create(_prevPts.size(), CV_8UC1);
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_err.create(_prevPts.size(), CV_32FC1);
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umatErr = _err.getUMat();
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}
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else
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umatErr.create(_prevPts.size(), CV_32FC1);
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_nextPts.create(_prevPts.size(), _prevPts.type());
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_status.create(_prevPts.size(), CV_8UC1);
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@ -86,10 +86,10 @@ OCL_TEST_P(PyrLKOpticalFlow, Mat)
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std::vector<cv::Point2f> pts;
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cv::goodFeaturesToTrack(frame0, pts, 1000, 0.01, 0.0);
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std::vector<cv::Point2f> nextPtsCPU;
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std::vector<unsigned char> statusCPU;
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std::vector<float> errCPU;
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OCL_OFF(cv::calcOpticalFlowPyrLK(frame0, frame1, pts, nextPtsCPU, statusCPU, errCPU, winSize, maxLevel, criteria, flags, minEigThreshold));
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std::vector<cv::Point2f> cpuNextPts;
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std::vector<unsigned char> cpuStatusCPU;
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std::vector<float> cpuErr;
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OCL_OFF(cv::calcOpticalFlowPyrLK(frame0, frame1, pts, cpuNextPts, cpuStatusCPU, cpuErr, winSize, maxLevel, criteria, flags, minEigThreshold));
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UMat umatNextPts, umatStatus, umatErr;
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OCL_ON(cv::calcOpticalFlowPyrLK(umatFrame0, umatFrame1, pts, umatNextPts, umatStatus, umatErr, winSize, maxLevel, criteria, flags, minEigThreshold));
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@ -97,13 +97,13 @@ OCL_TEST_P(PyrLKOpticalFlow, Mat)
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std::vector<unsigned char> status; umatStatus.copyTo(status);
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std::vector<float> err; umatErr.copyTo(err);
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ASSERT_EQ(nextPtsCPU.size(), nextPts.size());
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ASSERT_EQ(statusCPU.size(), status.size());
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ASSERT_EQ(cpuNextPts.size(), nextPts.size());
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ASSERT_EQ(cpuStatusCPU.size(), status.size());
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size_t mistmatch = 0;
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for (size_t i = 0; i < nextPts.size(); ++i)
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{
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if (status[i] != statusCPU[i])
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if (status[i] != cpuStatusCPU[i])
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{
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++mistmatch;
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continue;
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@ -112,7 +112,7 @@ OCL_TEST_P(PyrLKOpticalFlow, Mat)
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if (status[i])
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{
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cv::Point2i a = nextPts[i];
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cv::Point2i b = nextPtsCPU[i];
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cv::Point2i b = cpuNextPts[i];
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bool eq = std::abs(a.x - b.x) < 1 && std::abs(a.y - b.y) < 1;
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float errdiff = 0.0f;
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