mean_shift.cpp 4.66 KB
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/*M///////////////////////////////////////////////////////////////////////////////////////
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//                           License Agreement
//                For Open Source Computer Vision Library
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#include "precomp.hpp"

using namespace cv;
using namespace cv::cuda;

#if !defined (HAVE_CUDA) || defined (CUDA_DISABLER)

void cv::cuda::meanShiftFiltering(InputArray, OutputArray, int, int, TermCriteria, Stream&) { throw_no_cuda(); }
void cv::cuda::meanShiftProc(InputArray, OutputArray, OutputArray, int, int, TermCriteria, Stream&) { throw_no_cuda(); }

#else /* !defined (HAVE_CUDA) */

////////////////////////////////////////////////////////////////////////
// meanShiftFiltering

namespace cv { namespace cuda { namespace device
{
    namespace imgproc
    {
        void meanShiftFiltering_gpu(const PtrStepSzb& src, PtrStepSzb dst, int sp, int sr, int maxIter, float eps, cudaStream_t stream);
    }
}}}

void cv::cuda::meanShiftFiltering(InputArray _src, OutputArray _dst, int sp, int sr, TermCriteria criteria, Stream& stream)
{
    using namespace ::cv::cuda::device::imgproc;

    GpuMat src = _src.getGpuMat();

    CV_Assert( src.type() == CV_8UC4 );

    _dst.create(src.size(), CV_8UC4);
    GpuMat dst = _dst.getGpuMat();

    if (!(criteria.type & TermCriteria::MAX_ITER))
        criteria.maxCount = 5;

    int maxIter = std::min(std::max(criteria.maxCount, 1), 100);

    if (!(criteria.type & TermCriteria::EPS))
        criteria.epsilon = 1.f;

    float eps = (float) std::max(criteria.epsilon, 0.0);

    meanShiftFiltering_gpu(src, dst, sp, sr, maxIter, eps, StreamAccessor::getStream(stream));
}

////////////////////////////////////////////////////////////////////////
// meanShiftProc_CUDA

namespace cv { namespace cuda { namespace device
{
    namespace imgproc
    {
        void meanShiftProc_gpu(const PtrStepSzb& src, PtrStepSzb dstr, PtrStepSzb dstsp, int sp, int sr, int maxIter, float eps, cudaStream_t stream);
    }
}}}

void cv::cuda::meanShiftProc(InputArray _src, OutputArray _dstr, OutputArray _dstsp, int sp, int sr, TermCriteria criteria, Stream& stream)
{
    using namespace ::cv::cuda::device::imgproc;

    GpuMat src = _src.getGpuMat();

    CV_Assert( src.type() == CV_8UC4 );

    _dstr.create(src.size(), CV_8UC4);
    _dstsp.create(src.size(), CV_16SC2);

    GpuMat dstr = _dstr.getGpuMat();
    GpuMat dstsp = _dstsp.getGpuMat();

    if (!(criteria.type & TermCriteria::MAX_ITER))
        criteria.maxCount = 5;

    int maxIter = std::min(std::max(criteria.maxCount, 1), 100);

    if (!(criteria.type & TermCriteria::EPS))
        criteria.epsilon = 1.f;

    float eps = (float) std::max(criteria.epsilon, 0.0);

    meanShiftProc_gpu(src, dstr, dstsp, sp, sr, maxIter, eps, StreamAccessor::getStream(stream));
}

#endif /* !defined (HAVE_CUDA) */