Added GPU version of wobble suppressor (videostab)
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@@ -48,7 +48,10 @@
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using namespace thrust;
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namespace cv { namespace gpu { namespace device {
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namespace cv { namespace gpu { namespace device { namespace globmotion {
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__constant__ float cml[9];
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__constant__ float cmr[9];
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int compactPoints(int N, float *points0, float *points1, const uchar *mask)
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{
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@@ -62,4 +65,51 @@ int compactPoints(int N, float *points0, float *points1, const uchar *mask)
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- make_zip_iterator(make_tuple(dpoints0, dpoints1));
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}
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}}}
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__global__ void calcWobbleSuppressionMapsKernel(
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const int left, const int idx, const int right, const int width, const int height,
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PtrElemStepf mapx, PtrElemStepf mapy)
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{
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const int x = blockDim.x * blockIdx.x + threadIdx.x;
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const int y = blockDim.y * blockIdx.y + threadIdx.y;
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if (x < width && y < height)
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{
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float xl = cml[0]*x + cml[1]*y + cml[2];
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float yl = cml[3]*x + cml[4]*y + cml[5];
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float izl = 1.f / (cml[6]*x + cml[7]*y + cml[8]);
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xl *= izl;
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yl *= izl;
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float xr = cmr[0]*x + cmr[1]*y + cmr[2];
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float yr = cmr[3]*x + cmr[4]*y + cmr[5];
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float izr = 1.f / (cmr[6]*x + cmr[7]*y + cmr[8]);
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xr *= izr;
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yr *= izr;
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float wl = idx - left;
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float wr = right - idx;
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mapx(y,x) = (wr * xl + wl * xr) / (wl + wr);
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mapy(y,x) = (wr * yl + wl * yr) / (wl + wr);
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}
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}
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void calcWobbleSuppressionMaps(
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int left, int idx, int right, int width, int height,
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const float *ml, const float *mr, DevMem2Df mapx, DevMem2Df mapy)
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{
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cudaSafeCall(cudaMemcpyToSymbol(cml, ml, 9*sizeof(float)));
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cudaSafeCall(cudaMemcpyToSymbol(cmr, mr, 9*sizeof(float)));
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dim3 threads(32, 8);
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dim3 grid(divUp(width, threads.x), divUp(height, threads.y));
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calcWobbleSuppressionMapsKernel<<<grid, threads>>>(
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left, idx, right, width, height, mapx, mapy);
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cudaSafeCall(cudaGetLastError());
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cudaSafeCall(cudaDeviceSynchronize());
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}
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}}}}
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@@ -49,14 +49,20 @@ using namespace cv::gpu;
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#ifndef HAVE_CUDA
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void cv::gpu::compactPoints(GpuMat&, GpuMat&, const GpuMat&) { throw_nogpu(); }
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void cv::gpu::calcWobbleSuppressionMaps(
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int, int, int, Size, const Mat&, const Mat&, GpuMat&, GpuMat&) { throw_nogpu(); }
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#else
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namespace cv { namespace gpu { namespace device {
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namespace cv { namespace gpu { namespace device { namespace globmotion {
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int compactPoints(int N, float *points0, float *points1, const uchar *mask);
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}}}
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void calcWobbleSuppressionMaps(
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int left, int idx, int right, int width, int height,
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const float *ml, const float *mr, DevMem2Df mapx, DevMem2Df mapy);
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}}}}
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void cv::gpu::compactPoints(GpuMat &points0, GpuMat &points1, const GpuMat &mask)
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{
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@@ -65,11 +71,27 @@ void cv::gpu::compactPoints(GpuMat &points0, GpuMat &points1, const GpuMat &mask
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CV_Assert(points0.cols == mask.cols && points1.cols == mask.cols);
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int npoints = points0.cols;
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int remaining = cv::gpu::device::compactPoints(
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int remaining = cv::gpu::device::globmotion::compactPoints(
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npoints, (float*)points0.data, (float*)points1.data, mask.data);
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points0 = points0.colRange(0, remaining);
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points1 = points1.colRange(0, remaining);
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}
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void cv::gpu::calcWobbleSuppressionMaps(
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int left, int idx, int right, Size size, const Mat &ml, const Mat &mr,
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GpuMat &mapx, GpuMat &mapy)
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{
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CV_Assert(ml.size() == Size(3, 3) && ml.type() == CV_32F && ml.isContinuous());
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CV_Assert(mr.size() == Size(3, 3) && mr.type() == CV_32F && mr.isContinuous());
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mapx.create(size, CV_32F);
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mapy.create(size, CV_32F);
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cv::gpu::device::globmotion::calcWobbleSuppressionMaps(
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left, idx, right, size.width, size.height,
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ml.ptr<float>(), mr.ptr<float>(), mapx, mapy);
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}
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#endif
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