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https://github.com/opencv/opencv.git
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added cv::threshold to T-API
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474fc887a6
commit
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@ -1893,7 +1893,7 @@ Context2& Context2::getDefault()
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// First, try to retrieve existing context of the same type.
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// In its turn, Platform::getContext() may call Context2::create()
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// if there is no such context.
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ctx.create(Device::TYPE_CPU);
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ctx.create(Device::TYPE_ACCELERATOR);
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if(!ctx.p)
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ctx.create(Device::TYPE_DGPU);
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if(!ctx.p)
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@ -51,86 +51,31 @@
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#endif
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#endif
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#ifdef VECTORIZED
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__kernel void threshold(__global const T * restrict src, int src_offset, int src_step,
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__global T * dst, int dst_offset, int dst_step,
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T thresh, T max_val, int max_index, int rows, int cols)
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__kernel void threshold(__global const uchar * srcptr, int src_step, int src_offset,
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__global uchar * dstptr, int dst_step, int dst_offset, int rows, int cols,
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T thresh, T max_val)
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{
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int gx = get_global_id(0);
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int gy = get_global_id(1);
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if (gx < cols && gy < rows)
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{
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gx *= VECSIZE;
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int src_index = mad24(gy, src_step, src_offset + gx);
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int dst_index = mad24(gy, dst_step, dst_offset + gx);
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int src_index = mad24(gy, src_step, src_offset + gx * (int)sizeof(T));
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int dst_index = mad24(gy, dst_step, dst_offset + gx * (int)sizeof(T));
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#ifdef SRC_ALIGNED
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VT sdata = *((__global VT *)(src + src_index));
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#else
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VT sdata = VLOADN(0, src + src_index);
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#endif
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VT vthresh = (VT)(thresh);
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T sdata = *(__global const T *)(srcptr + src_index);
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__global T * dst = (__global T *)(dstptr + dst_index);
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#ifdef THRESH_BINARY
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VT vecValue = sdata > vthresh ? max_val : (VT)(0);
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dst[0] = sdata > thresh ? max_val : (T)(0);
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#elif defined THRESH_BINARY_INV
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VT vecValue = sdata > vthresh ? (VT)(0) : max_val;
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dst[0] = sdata > thresh ? (T)(0) : max_val;
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#elif defined THRESH_TRUNC
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VT vecValue = sdata > vthresh ? thresh : sdata;
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dst[0] = sdata > thresh ? thresh : sdata;
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#elif defined THRESH_TOZERO
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VT vecValue = sdata > vthresh ? sdata : (VT)(0);
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dst[0] = sdata > thresh ? sdata : (T)(0);
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#elif defined THRESH_TOZERO_INV
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VT vecValue = sdata > vthresh ? (VT)(0) : sdata;
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#endif
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if (gx + VECSIZE <= max_index)
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#ifdef DST_ALIGNED
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*(__global VT*)(dst + dst_index) = vecValue;
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#else
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VSTOREN(vecValue, 0, dst + dst_index);
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#endif
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else
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{
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__attribute__(( aligned(sizeof(VT)) )) T array[VECSIZE];
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*((VT*)array) = vecValue;
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#pragma unroll
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for (int i = 0; i < VECSIZE; ++i)
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if (gx + i < max_index)
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dst[dst_index + i] = array[i];
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}
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}
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}
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#else
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__kernel void threshold(__global const T * restrict src, int src_offset, int src_step,
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__global T * dst, int dst_offset, int dst_step,
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T thresh, T max_val, int rows, int cols)
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{
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int gx = get_global_id(0);
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int gy = get_global_id(1);
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if (gx < cols && gy < rows)
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{
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int src_index = mad24(gy, src_step, src_offset + gx);
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int dst_index = mad24(gy, dst_step, dst_offset + gx);
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T sdata = src[src_index];
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#ifdef THRESH_BINARY
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dst[dst_index] = sdata > thresh ? max_val : (T)(0);
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#elif defined THRESH_BINARY_INV
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dst[dst_index] = sdata > thresh ? (T)(0) : max_val;
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#elif defined THRESH_TRUNC
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dst[dst_index] = sdata > thresh ? thresh : sdata;
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#elif defined THRESH_TOZERO
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dst[dst_index] = sdata > thresh ? sdata : (T)(0);
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#elif defined THRESH_TOZERO_INV
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dst[dst_index] = sdata > thresh ? (T)(0) : sdata;
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dst[0] = sdata > thresh ? (T)(0) : sdata;
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#endif
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}
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}
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#endif
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@ -41,6 +41,7 @@
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//M*/
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#include "precomp.hpp"
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#include "opencl_kernels.hpp"
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namespace cv
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{
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@ -705,10 +706,47 @@ private:
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int thresholdType;
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};
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static bool ocl_threshold( InputArray _src, OutputArray _dst, double & thresh, double maxval, int thresh_type )
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{
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int type = _src.type(), depth = CV_MAT_DEPTH(type), cn = CV_MAT_CN(type), ktype = CV_MAKE_TYPE(depth, 1);
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bool doubleSupport = ocl::Device::getDefault().doubleFPConfig() > 0;
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if ( !(thresh_type == THRESH_BINARY || thresh_type == THRESH_BINARY_INV || thresh_type == THRESH_TRUNC ||
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thresh_type == THRESH_TOZERO || thresh_type == THRESH_TOZERO_INV) ||
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(!doubleSupport && depth == CV_64F))
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return false;
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const char * const thresholdMap[] = { "THRESH_BINARY", "THRESH_BINARY_INV", "THRESH_TRUNC",
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"THRESH_TOZERO", "THRESH_TOZERO_INV" };
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ocl::Kernel k("threshold", ocl::imgproc::threshold_oclsrc,
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format("-D %s -D T=%s%s", thresholdMap[thresh_type],
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ocl::typeToStr(ktype), doubleSupport ? " -D DOUBLE_SUPPORT" : ""));
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if (k.empty())
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return false;
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UMat src = _src.getUMat();
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_dst.create(src.size(), type);
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UMat dst = _dst.getUMat();
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if (depth <= CV_32S)
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thresh = cvFloor(thresh);
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k.args(ocl::KernelArg::ReadOnlyNoSize(src), ocl::KernelArg::WriteOnly(dst, cn),
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ocl::KernelArg::Constant(Mat(1, 1, ktype, thresh)),
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ocl::KernelArg::Constant(Mat(1, 1, ktype, maxval)));
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size_t globalsize[2] = { dst.cols * cn, dst.rows };
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return k.run(2, globalsize, NULL, false);
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}
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}
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double cv::threshold( InputArray _src, OutputArray _dst, double thresh, double maxval, int type )
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{
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if (ocl::useOpenCL() && _src.dims() <= 2 && _dst.isUMat() &&
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ocl_threshold(_src, _dst, thresh, maxval, type))
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return thresh;
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Mat src = _src.getMat();
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bool use_otsu = (type & THRESH_OTSU) != 0;
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type &= THRESH_MASK;
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@ -224,7 +224,7 @@ OCL_TEST_P(Resize, Mat)
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/////////////////////////////////////////////////////////////////////////////////////////////////
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// remap
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PARAM_TEST_CASE(Remap, MatDepth, Channels, std::pair<MatType, MatType>, Border, bool)
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PARAM_TEST_CASE(Remap, MatDepth, Channels, std::pair<MatType, MatType>, BorderType, bool)
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{
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int srcType, map1Type, map2Type;
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int borderType;
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@ -349,11 +349,11 @@ OCL_INSTANTIATE_TEST_CASE_P(ImgprocWarp, Remap_INTER_LINEAR, Combine(
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Values(std::pair<MatType, MatType>((MatType)CV_32FC1, (MatType)CV_32FC1),
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std::pair<MatType, MatType>((MatType)CV_16SC2, (MatType)CV_16UC1),
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std::pair<MatType, MatType>((MatType)CV_32FC2, noType)),
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Values((Border)BORDER_CONSTANT,
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(Border)BORDER_REPLICATE,
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(Border)BORDER_WRAP,
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(Border)BORDER_REFLECT,
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(Border)BORDER_REFLECT_101),
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Values((BorderType)BORDER_CONSTANT,
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(BorderType)BORDER_REPLICATE,
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(BorderType)BORDER_WRAP,
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(BorderType)BORDER_REFLECT,
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(BorderType)BORDER_REFLECT_101),
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Bool()));
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OCL_INSTANTIATE_TEST_CASE_P(ImgprocWarp, Remap_INTER_NEAREST, Combine(
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@ -363,11 +363,11 @@ OCL_INSTANTIATE_TEST_CASE_P(ImgprocWarp, Remap_INTER_NEAREST, Combine(
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std::pair<MatType, MatType>((MatType)CV_32FC2, noType),
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std::pair<MatType, MatType>((MatType)CV_16SC2, (MatType)CV_16UC1),
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std::pair<MatType, MatType>((MatType)CV_16SC2, noType)),
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Values((Border)BORDER_CONSTANT,
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(Border)BORDER_REPLICATE,
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(Border)BORDER_WRAP,
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(Border)BORDER_REFLECT,
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(Border)BORDER_REFLECT_101),
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Values((BorderType)BORDER_CONSTANT,
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(BorderType)BORDER_REPLICATE,
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(BorderType)BORDER_WRAP,
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(BorderType)BORDER_REFLECT,
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(BorderType)BORDER_REFLECT_101),
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Bool()));
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} } // namespace cvtest::ocl
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@ -264,7 +264,7 @@ struct CV_EXPORTS TestUtils
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#define UMAT_UPLOAD_INPUT_PARAMETER(name) \
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{ \
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name.copyTo(u ## name); \
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Size wholeSize; Point ofs; name ## _roi.locateROI(wholeSize, ofs); \
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Size _wholeSize; Point ofs; name ## _roi.locateROI(_wholeSize, ofs); \
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u ## name ## _roi = u ## name(Rect(ofs.x, ofs.y, name ## _roi.size().width, name ## _roi.size().height)); \
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}
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#define UMAT_UPLOAD_OUTPUT_PARAMETER(name) UMAT_UPLOAD_INPUT_PARAMETER(name)
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