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Merge pull request #9627 from dtmoodie:pyrlk_bugfix
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commit
cc626a3b5a
@ -1050,16 +1050,45 @@ namespace pyrlk
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}
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}
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}
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}
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void loadConstants(int2 winSize, int iters, cudaStream_t stream)
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void loadWinSize(int* winSize, int* halfWinSize, cudaStream_t stream)
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{
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{
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cudaSafeCall( cudaMemcpyToSymbolAsync(c_winSize_x, &winSize.x, sizeof(int), 0, cudaMemcpyHostToDevice, stream) );
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cudaSafeCall( cudaMemcpyToSymbolAsync(c_winSize_x, winSize, sizeof(int), 0, cudaMemcpyHostToDevice, stream) );
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cudaSafeCall( cudaMemcpyToSymbolAsync(c_winSize_y, &winSize.y, sizeof(int), 0, cudaMemcpyHostToDevice, stream) );
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cudaSafeCall( cudaMemcpyToSymbolAsync(c_winSize_y, winSize + 1, sizeof(int), 0, cudaMemcpyHostToDevice, stream) );
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int2 halfWin = make_int2((winSize.x - 1) / 2, (winSize.y - 1) / 2);
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cudaSafeCall( cudaMemcpyToSymbolAsync(c_halfWin_x, halfWinSize, sizeof(int), 0, cudaMemcpyHostToDevice, stream) );
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cudaSafeCall( cudaMemcpyToSymbolAsync(c_halfWin_x, &halfWin.x, sizeof(int), 0, cudaMemcpyHostToDevice, stream) );
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cudaSafeCall( cudaMemcpyToSymbolAsync(c_halfWin_y, halfWinSize + 1, sizeof(int), 0, cudaMemcpyHostToDevice, stream) );
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cudaSafeCall( cudaMemcpyToSymbolAsync(c_halfWin_y, &halfWin.y, sizeof(int), 0, cudaMemcpyHostToDevice, stream) );
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}
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cudaSafeCall( cudaMemcpyToSymbolAsync(c_iters, &iters, sizeof(int), 0, cudaMemcpyHostToDevice, stream) );
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void loadIters(int* iters, cudaStream_t stream)
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{
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cudaSafeCall( cudaMemcpyToSymbolAsync(c_iters, iters, sizeof(int), 0, cudaMemcpyHostToDevice, stream) );
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}
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void loadConstants(int2 winSize_, int iters_, cudaStream_t stream)
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{
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static int2 winSize = make_int2(0,0);
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if(winSize.x != winSize_.x || winSize.y != winSize_.y)
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{
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winSize = winSize_;
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cudaSafeCall( cudaMemcpyToSymbolAsync(c_winSize_x, &winSize.x, sizeof(int), 0, cudaMemcpyHostToDevice, stream) );
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cudaSafeCall( cudaMemcpyToSymbolAsync(c_winSize_y, &winSize.y, sizeof(int), 0, cudaMemcpyHostToDevice, stream) );
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}
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static int2 halfWin = make_int2(0,0);
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int2 half = make_int2((winSize.x - 1) / 2, (winSize.y - 1) / 2);
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if(halfWin.x != half.x || halfWin.y != half.y)
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{
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halfWin = half;
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cudaSafeCall( cudaMemcpyToSymbolAsync(c_halfWin_x, &halfWin.x, sizeof(int), 0, cudaMemcpyHostToDevice, stream) );
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cudaSafeCall( cudaMemcpyToSymbolAsync(c_halfWin_y, &halfWin.y, sizeof(int), 0, cudaMemcpyHostToDevice, stream) );
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}
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static int iters = 0;
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if(iters != iters_)
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{
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iters = iters_;
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cudaSafeCall( cudaMemcpyToSymbolAsync(c_iters, &iters, sizeof(int), 0, cudaMemcpyHostToDevice, stream) );
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}
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}
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}
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template<typename T, int cn> struct pyrLK_caller
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template<typename T, int cn> struct pyrLK_caller
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@ -55,7 +55,9 @@ Ptr<cv::cuda::DensePyrLKOpticalFlow> cv::cuda::DensePyrLKOpticalFlow::create(Siz
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namespace pyrlk
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namespace pyrlk
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{
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{
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void loadConstants(int2 winSize, int iters, cudaStream_t stream);
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void loadConstants(int* winSize, int iters, cudaStream_t stream);
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void loadWinSize(int* winSize, int* halfWinSize, cudaStream_t stream);
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void loadIters(int* iters, cudaStream_t stream);
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template<typename T, int cn> struct pyrLK_caller
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template<typename T, int cn> struct pyrLK_caller
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{
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{
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static void sparse(PtrStepSz<typename device::TypeVec<T, cn>::vec_type> I, PtrStepSz<typename device::TypeVec<T, cn>::vec_type> J, const float2* prevPts, float2* nextPts, uchar* status, float* err, int ptcount,
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static void sparse(PtrStepSz<typename device::TypeVec<T, cn>::vec_type> I, PtrStepSz<typename device::TypeVec<T, cn>::vec_type> J, const float2* prevPts, float2* nextPts, uchar* status, float* err, int ptcount,
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@ -88,7 +90,8 @@ namespace
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void dense(const GpuMat& prevImg, const GpuMat& nextImg, GpuMat& u, GpuMat& v, Stream& stream);
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void dense(const GpuMat& prevImg, const GpuMat& nextImg, GpuMat& u, GpuMat& v, Stream& stream);
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protected:
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protected:
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Size winSize_;
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int winSize_[2];
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int halfWinSize_[2];
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int maxLevel_;
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int maxLevel_;
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int iters_;
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int iters_;
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bool useInitialFlow_;
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bool useInitialFlow_;
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@ -100,8 +103,14 @@ namespace
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};
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};
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PyrLKOpticalFlowBase::PyrLKOpticalFlowBase(Size winSize, int maxLevel, int iters, bool useInitialFlow) :
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PyrLKOpticalFlowBase::PyrLKOpticalFlowBase(Size winSize, int maxLevel, int iters, bool useInitialFlow) :
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winSize_(winSize), maxLevel_(maxLevel), iters_(iters), useInitialFlow_(useInitialFlow)
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maxLevel_(maxLevel), iters_(iters), useInitialFlow_(useInitialFlow)
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{
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{
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winSize_[0] = winSize.width;
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winSize_[1] = winSize.height;
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halfWinSize_[0] = (winSize.width - 1) / 2;
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halfWinSize_[1] = (winSize.height - 1) / 2;
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pyrlk::loadWinSize(winSize_, halfWinSize_, 0);
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pyrlk::loadIters(&iters_, 0);
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}
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}
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void calcPatchSize(Size winSize, dim3& block, dim3& patch)
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void calcPatchSize(Size winSize, dim3& block, dim3& patch)
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@ -148,7 +157,7 @@ namespace
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CV_Assert(prevPyr[0].size() == nextPyr[0].size());
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CV_Assert(prevPyr[0].size() == nextPyr[0].size());
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CV_Assert(prevPts.rows == 1 && prevPts.type() == CV_32FC2);
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CV_Assert(prevPts.rows == 1 && prevPts.type() == CV_32FC2);
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CV_Assert(maxLevel_ >= 0);
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CV_Assert(maxLevel_ >= 0);
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CV_Assert(winSize_.width > 2 && winSize_.height > 2);
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CV_Assert(winSize_[0] > 2 && winSize_[1] > 2);
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if (useInitialFlow_)
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if (useInitialFlow_)
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CV_Assert(nextPts.size() == prevPts.size() && nextPts.type() == prevPts.type());
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CV_Assert(nextPts.size() == prevPts.size() && nextPts.type() == prevPts.type());
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else
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else
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@ -171,9 +180,11 @@ namespace
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}
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}
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dim3 block, patch;
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dim3 block, patch;
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calcPatchSize(winSize_, block, patch);
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calcPatchSize(Size(winSize_[0], winSize_[1]), block, patch);
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CV_Assert(patch.x > 0 && patch.x < 6 && patch.y > 0 && patch.y < 6);
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CV_Assert(patch.x > 0 && patch.x < 6 && patch.y > 0 && patch.y < 6);
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pyrlk::loadConstants(make_int2(winSize_.width, winSize_.height), iters_, StreamAccessor::getStream(stream));
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cudaStream_t stream_ = StreamAccessor::getStream(stream);
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pyrlk::loadWinSize(winSize_, halfWinSize_, stream_);
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pyrlk::loadIters(&iters_, stream_);
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const int cn = prevPyr[0].channels();
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const int cn = prevPyr[0].channels();
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const int type = prevPyr[0].depth();
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const int type = prevPyr[0].depth();
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@ -185,12 +196,12 @@ namespace
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// while ushort does work, it has significantly worse performance, and thus doesn't pass accuracy tests.
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// while ushort does work, it has significantly worse performance, and thus doesn't pass accuracy tests.
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static const func_t funcs[6][4] =
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static const func_t funcs[6][4] =
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{
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{
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{ pyrlk::dispatcher<uchar, 1> , /*pyrlk::dispatcher<uchar, 2>*/ 0, pyrlk::dispatcher<uchar, 3> , pyrlk::dispatcher<uchar, 4> },
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{ pyrlk::dispatcher<uchar, 1> , /*pyrlk::dispatcher<uchar, 2>*/ 0, pyrlk::dispatcher<uchar, 3> , pyrlk::dispatcher<uchar, 4> },
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{ /*pyrlk::dispatcher<char, 1>*/ 0, /*pyrlk::dispatcher<char, 2>*/ 0, /*pyrlk::dispatcher<char, 3>*/ 0, /*pyrlk::dispatcher<char, 4>*/ 0 },
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{ /*pyrlk::dispatcher<char, 1>*/ 0, /*pyrlk::dispatcher<char, 2>*/ 0, /*pyrlk::dispatcher<char, 3>*/ 0 , /*pyrlk::dispatcher<char, 4>*/ 0 },
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{ pyrlk::dispatcher<ushort, 1> , /*pyrlk::dispatcher<ushort, 2>*/0, pyrlk::dispatcher<ushort, 3> , pyrlk::dispatcher<ushort, 4> },
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{ pyrlk::dispatcher<ushort, 1> , /*pyrlk::dispatcher<ushort, 2>*/0, pyrlk::dispatcher<ushort, 3> , pyrlk::dispatcher<ushort, 4> },
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{ /*pyrlk::dispatcher<short, 1>*/ 0, /*pyrlk::dispatcher<short, 2>*/ 0, /*pyrlk::dispatcher<short, 3>*/ 0, /*pyrlk::dispatcher<short, 4>*/0 },
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{ /*pyrlk::dispatcher<short, 1>*/ 0, /*pyrlk::dispatcher<short, 2>*/ 0, /*pyrlk::dispatcher<short, 3>*/ 0 , /*pyrlk::dispatcher<short, 4>*/0 },
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{ pyrlk::dispatcher<int, 1> , /*pyrlk::dispatcher<int, 2>*/ 0, pyrlk::dispatcher<int, 3> , pyrlk::dispatcher<int, 4> },
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{ pyrlk::dispatcher<int, 1> , /*pyrlk::dispatcher<int, 2>*/ 0, pyrlk::dispatcher<int, 3> , pyrlk::dispatcher<int, 4> },
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{ pyrlk::dispatcher<float, 1> , /*pyrlk::dispatcher<float, 2>*/ 0, pyrlk::dispatcher<float, 3> , pyrlk::dispatcher<float, 4> }
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{ pyrlk::dispatcher<float, 1> , /*pyrlk::dispatcher<float, 2>*/ 0, pyrlk::dispatcher<float, 3> , pyrlk::dispatcher<float, 4> }
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};
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};
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func_t func = funcs[type][cn-1];
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func_t func = funcs[type][cn-1];
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@ -201,7 +212,7 @@ namespace
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prevPts.ptr<float2>(), nextPts.ptr<float2>(),
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prevPts.ptr<float2>(), nextPts.ptr<float2>(),
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status.ptr(), level == 0 && err ? err->ptr<float>() : 0,
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status.ptr(), level == 0 && err ? err->ptr<float>() : 0,
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prevPts.cols, level, block, patch,
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prevPts.cols, level, block, patch,
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StreamAccessor::getStream(stream));
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stream_);
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}
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}
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}
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}
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@ -229,7 +240,7 @@ namespace
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CV_Assert( prevImg.type() == CV_8UC1 );
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CV_Assert( prevImg.type() == CV_8UC1 );
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CV_Assert( prevImg.size() == nextImg.size() && prevImg.type() == nextImg.type() );
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CV_Assert( prevImg.size() == nextImg.size() && prevImg.type() == nextImg.type() );
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CV_Assert( maxLevel_ >= 0 );
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CV_Assert( maxLevel_ >= 0 );
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CV_Assert( winSize_.width > 2 && winSize_.height > 2 );
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CV_Assert( winSize_[0] > 2 && winSize_[1] > 2 );
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// build the image pyramids.
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// build the image pyramids.
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@ -262,9 +273,11 @@ namespace
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vPyr[0].setTo(Scalar::all(0), stream);
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vPyr[0].setTo(Scalar::all(0), stream);
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uPyr[1].setTo(Scalar::all(0), stream);
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uPyr[1].setTo(Scalar::all(0), stream);
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vPyr[1].setTo(Scalar::all(0), stream);
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vPyr[1].setTo(Scalar::all(0), stream);
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cudaStream_t stream_ = StreamAccessor::getStream(stream);
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int2 winSize2i = make_int2(winSize_.width, winSize_.height);
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pyrlk::loadWinSize(winSize_, halfWinSize_, stream_);
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pyrlk::loadConstants(winSize2i, iters_, StreamAccessor::getStream(stream));
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pyrlk::loadIters(&iters_, stream_);
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int2 winSize2i = make_int2(winSize_[0], winSize_[1]);
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//pyrlk::loadConstants(winSize2i, iters_, StreamAccessor::getStream(stream));
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int idx = 0;
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int idx = 0;
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@ -275,7 +288,7 @@ namespace
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pyrlk::pyrLK_caller<float,1>::dense(prevPyr_[level], nextPyr_[level],
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pyrlk::pyrLK_caller<float,1>::dense(prevPyr_[level], nextPyr_[level],
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uPyr[idx], vPyr[idx], uPyr[idx2], vPyr[idx2],
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uPyr[idx], vPyr[idx], uPyr[idx2], vPyr[idx2],
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PtrStepSzf(), winSize2i,
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PtrStepSzf(), winSize2i,
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StreamAccessor::getStream(stream));
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stream_);
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if (level > 0)
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if (level > 0)
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idx = idx2;
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idx = idx2;
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@ -293,8 +306,13 @@ namespace
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{
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{
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}
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}
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virtual Size getWinSize() const { return winSize_; }
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virtual Size getWinSize() const { return cv::Size(winSize_[0], winSize_[1]); }
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virtual void setWinSize(Size winSize) { winSize_ = winSize; }
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virtual void setWinSize(Size winSize) {
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winSize_[0] = winSize.width;
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winSize_[1] = winSize.height;
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halfWinSize_[0] = (winSize.width - 1) / 2;
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halfWinSize_[1] = (winSize.height -1) / 2;
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}
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virtual int getMaxLevel() const { return maxLevel_; }
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virtual int getMaxLevel() const { return maxLevel_; }
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virtual void setMaxLevel(int maxLevel) { maxLevel_ = maxLevel; }
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virtual void setMaxLevel(int maxLevel) { maxLevel_ = maxLevel; }
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@ -339,8 +357,13 @@ namespace
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{
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{
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}
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}
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virtual Size getWinSize() const { return winSize_; }
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virtual Size getWinSize() const { return cv::Size(winSize_[0], winSize_[1]); }
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virtual void setWinSize(Size winSize) { winSize_ = winSize; }
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virtual void setWinSize(Size winSize) {
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winSize_[0] = winSize.width;
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winSize_[1] = winSize.height;
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halfWinSize_[0] = (winSize.width - 1) / 2;
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halfWinSize_[1] = (winSize.height -1) / 2;
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}
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virtual int getMaxLevel() const { return maxLevel_; }
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virtual int getMaxLevel() const { return maxLevel_; }
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virtual void setMaxLevel(int maxLevel) { maxLevel_ = maxLevel; }
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virtual void setMaxLevel(int maxLevel) { maxLevel_ = maxLevel; }
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