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Commit 36db85a9 authored by Ilya Lavrenov's avatar Ilya Lavrenov
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optimized some operations

parent 16ab6ec5
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Showing with 116 additions and 67 deletions
modules/imgproc/src/morph.cpp
View file @ 36db85a9
...@@ -1333,10 +1333,7 @@ static bool IPPMorphOp(int op, InputArray _src, OutputArray _dst, ...@@ -1333,10 +1333,7 @@ static bool IPPMorphOp(int op, InputArray _src, OutputArray _dst,
if( iterations > 1 ) if( iterations > 1 )
return false; return false;
if (IPPMorphReplicate( op, src, dst, kernel, ksize, anchor, rectKernel )) return IPPMorphReplicate( op, src, dst, kernel, ksize, anchor, rectKernel );
return true;
return false;
} }
#endif #endif
...@@ -1344,14 +1341,19 @@ static bool IPPMorphOp(int op, InputArray _src, OutputArray _dst, ...@@ -1344,14 +1341,19 @@ static bool IPPMorphOp(int op, InputArray _src, OutputArray _dst,
static bool ocl_morphOp(InputArray _src, OutputArray _dst, InputArray _kernel, static bool ocl_morphOp(InputArray _src, OutputArray _dst, InputArray _kernel,
Point anchor, int iterations, int op, int borderType, Point anchor, int iterations, int op, int borderType,
const Scalar& borderValue) const Scalar &, int actual_op = -1, InputArray _extraMat = noArray())
{ {
if (borderType != BORDER_CONSTANT) const ocl::Device & dev = ocl::Device::getDefault();
int type = _src.type(), depth = CV_MAT_DEPTH(type), cn = CV_MAT_CN(type);
bool doubleSupport = dev.doubleFPConfig() > 0;
if ((depth == CV_64F && !doubleSupport) || borderType != BORDER_CONSTANT)
return false; return false;
Mat kernel = _kernel.getMat(); Mat kernel = _kernel.getMat();
Size ksize = kernel.data ? kernel.size() : Size(3,3); bool haveExtraMat = !_extraMat.empty();
anchor = normalizeAnchor(anchor, ksize); Size ksize = kernel.data ? kernel.size() : Size(3, 3), ssize = _src.size();
CV_Assert(actual_op <= 3 || haveExtraMat);
if (iterations == 0 || kernel.rows*kernel.cols == 1) if (iterations == 0 || kernel.rows*kernel.cols == 1)
{ {
...@@ -1375,21 +1377,12 @@ static bool ocl_morphOp(InputArray _src, OutputArray _dst, InputArray _kernel, ...@@ -1375,21 +1377,12 @@ static bool ocl_morphOp(InputArray _src, OutputArray _dst, InputArray _kernel,
iterations = 1; iterations = 1;
} }
const ocl::Device & dev = ocl::Device::getDefault();
int type = _src.type(), depth = CV_MAT_DEPTH(type), cn = CV_MAT_CN(type);
bool doubleSupport = dev.doubleFPConfig() > 0;
if (depth == CV_64F && !doubleSupport)
return false;
UMat src = _src.getUMat();
#ifdef ANDROID #ifdef ANDROID
size_t localThreads[2] = { 16, 8 }; size_t localThreads[2] = { 16, 8 };
#else #else
size_t localThreads[2] = { 16, 16 }; size_t localThreads[2] = { 16, 16 };
#endif #endif
size_t globalThreads[2] = { src.cols, src.rows }; size_t globalThreads[2] = { ssize.width, ssize.height };
if (localThreads[0]*localThreads[1] * 2 < (localThreads[0] + ksize.width - 1) * (localThreads[1] + ksize.height - 1)) if (localThreads[0]*localThreads[1] * 2 < (localThreads[0] + ksize.width - 1) * (localThreads[1] + ksize.height - 1))
return false; return false;
...@@ -1403,21 +1396,35 @@ static bool ocl_morphOp(InputArray _src, OutputArray _dst, InputArray _kernel, ...@@ -1403,21 +1396,35 @@ static bool ocl_morphOp(InputArray _src, OutputArray _dst, InputArray _kernel,
if (kernel8u.at<uchar>(y, x) != 0) if (kernel8u.at<uchar>(y, x) != 0)
processing += format("PROCESS(%d,%d)", y, x); processing += format("PROCESS(%d,%d)", y, x);
static const char * const op2str[] = { "ERODE", "DILATE" }; static const char * const op2str[] = { "OP_ERODE", "OP_DILATE", NULL, NULL, "OP_GRADIENT", "OP_TOPHAT", "OP_BLACKHAT" };
String buildOptions = format("-D RADIUSX=%d -D RADIUSY=%d -D LSIZE0=%d -D LSIZE1=%d -D %s%s"
" -D PROCESS_ELEMS=%s -D T=%s -D DEPTH_%d -D cn=%d -D T1=%s", anchor.x, anchor.y, char cvt[2][50];
(int)localThreads[0], (int)localThreads[1], op2str[op], int wdepth = std::max(depth, CV_32F), scalarcn = cn == 3 ? 4 : cn;
doubleSupport ? " -D DOUBLE_SUPPORT" : "", processing.c_str(),
ocl::typeToStr(type), depth, cn, ocl::typeToStr(depth)); if (actual_op < 0)
actual_op = op;
std::vector<ocl::Kernel> kernels(iterations); std::vector<ocl::Kernel> kernels(iterations);
for (int i = 0; i < iterations; i++) for (int i = 0; i < iterations; i++)
{ {
int current_op = iterations == i + 1 ? actual_op : op;
String buildOptions = format("-D RADIUSX=%d -D RADIUSY=%d -D LSIZE0=%d -D LSIZE1=%d -D %s%s"
" -D PROCESS_ELEMS=%s -D T=%s -D DEPTH_%d -D cn=%d -D T1=%s"
" -D convertToWT=%s -D convertToT=%s -D ST=%s%s",
anchor.x, anchor.y, (int)localThreads[0], (int)localThreads[1], op2str[op],
doubleSupport ? " -D DOUBLE_SUPPORT" : "", processing.c_str(),
ocl::typeToStr(type), depth, cn, ocl::typeToStr(depth),
ocl::convertTypeStr(depth, wdepth, cn, cvt[0]),
ocl::convertTypeStr(wdepth, depth, cn, cvt[1]),
ocl::typeToStr(CV_MAKE_TYPE(depth, scalarcn)),
current_op == op ? "" : cv::format(" -D %s", op2str[current_op]).c_str());
kernels[i].create("morph", ocl::imgproc::morph_oclsrc, buildOptions); kernels[i].create("morph", ocl::imgproc::morph_oclsrc, buildOptions);
if (kernels[i].empty()) if (kernels[i].empty())
return false; return false;
} }
UMat src = _src.getUMat(), extraMat = _extraMat.getUMat();
_dst.create(src.size(), src.type()); _dst.create(src.size(), src.type());
UMat dst = _dst.getUMat(); UMat dst = _dst.getUMat();
...@@ -1428,7 +1435,12 @@ static bool ocl_morphOp(InputArray _src, OutputArray _dst, InputArray _kernel, ...@@ -1428,7 +1435,12 @@ static bool ocl_morphOp(InputArray _src, OutputArray _dst, InputArray _kernel,
src.locateROI(wholesize, ofs); src.locateROI(wholesize, ofs);
int wholecols = wholesize.width, wholerows = wholesize.height; int wholecols = wholesize.width, wholerows = wholesize.height;
kernels[0].args(ocl::KernelArg::ReadOnlyNoSize(src), ocl::KernelArg::WriteOnlyNoSize(dst), if (haveExtraMat)
kernels[0].args(ocl::KernelArg::ReadOnlyNoSize(src), ocl::KernelArg::WriteOnlyNoSize(dst),
ofs.x, ofs.y, src.cols, src.rows, wholecols, wholerows,
ocl::KernelArg::ReadOnlyNoSize(extraMat));
else
kernels[0].args(ocl::KernelArg::ReadOnlyNoSize(src), ocl::KernelArg::WriteOnlyNoSize(dst),
ofs.x, ofs.y, src.cols, src.rows, wholecols, wholerows); ofs.x, ofs.y, src.cols, src.rows, wholecols, wholerows);
return kernels[0].run(2, globalThreads, localThreads, false); return kernels[0].run(2, globalThreads, localThreads, false);
...@@ -1464,8 +1476,13 @@ static bool ocl_morphOp(InputArray _src, OutputArray _dst, InputArray _kernel, ...@@ -1464,8 +1476,13 @@ static bool ocl_morphOp(InputArray _src, OutputArray _dst, InputArray _kernel,
} }
source.locateROI(wholesize, ofs); source.locateROI(wholesize, ofs);
kernels[i].args(ocl::KernelArg::ReadOnlyNoSize(source), ocl::KernelArg::WriteOnlyNoSize(dst), if (haveExtraMat && iterations == i + 1)
ofs.x, ofs.y, source.cols, source.rows, wholesize.width, wholesize.height); kernels[i].args(ocl::KernelArg::ReadOnlyNoSize(source), ocl::KernelArg::WriteOnlyNoSize(dst),
ofs.x, ofs.y, source.cols, source.rows, wholesize.width, wholesize.height,
ocl::KernelArg::ReadOnlyNoSize(extraMat));
else
kernels[i].args(ocl::KernelArg::ReadOnlyNoSize(source), ocl::KernelArg::WriteOnlyNoSize(dst),
ofs.x, ofs.y, source.cols, source.rows, wholesize.width, wholesize.height);
if (!kernels[i].run(2, globalThreads, localThreads, false)) if (!kernels[i].run(2, globalThreads, localThreads, false))
return false; return false;
...@@ -1481,15 +1498,16 @@ static void morphOp( int op, InputArray _src, OutputArray _dst, ...@@ -1481,15 +1498,16 @@ static void morphOp( int op, InputArray _src, OutputArray _dst,
Point anchor, int iterations, Point anchor, int iterations,
int borderType, const Scalar& borderValue ) int borderType, const Scalar& borderValue )
{ {
CV_OCL_RUN(_dst.isUMat() && _src.dims() <= 2 && _src.channels() <= 4 &&
borderType == cv::BORDER_CONSTANT && borderValue == morphologyDefaultBorderValue() &&
(op == MORPH_ERODE || op == MORPH_DILATE),
ocl_morphOp(_src, _dst, _kernel, anchor, iterations, op, borderType, borderValue) )
Mat kernel = _kernel.getMat(); Mat kernel = _kernel.getMat();
Size ksize = kernel.data ? kernel.size() : Size(3,3); Size ksize = kernel.data ? kernel.size() : Size(3,3);
anchor = normalizeAnchor(anchor, ksize); anchor = normalizeAnchor(anchor, ksize);
CV_OCL_RUN(_dst.isUMat() && _src.dims() <= 2 && _src.channels() <= 4 &&
borderType == cv::BORDER_CONSTANT && borderValue == morphologyDefaultBorderValue() &&
(op == MORPH_ERODE || op == MORPH_DILATE) &&
anchor.x == ksize.width >> 1 && anchor.y == ksize.height >> 1,
ocl_morphOp(_src, _dst, kernel, anchor, iterations, op, borderType, borderValue) )
if (iterations == 0 || kernel.rows*kernel.cols == 1) if (iterations == 0 || kernel.rows*kernel.cols == 1)
{ {
_src.copyTo(_dst); _src.copyTo(_dst);
...@@ -1559,41 +1577,49 @@ static bool ocl_morphologyEx(InputArray _src, OutputArray _dst, int op, ...@@ -1559,41 +1577,49 @@ static bool ocl_morphologyEx(InputArray _src, OutputArray _dst, int op,
int borderType, const Scalar& borderValue) int borderType, const Scalar& borderValue)
{ {
_dst.createSameSize(_src, _src.type()); _dst.createSameSize(_src, _src.type());
bool submat = _dst.isSubmatrix();
UMat temp; UMat temp;
_OutputArray _temp = submat ? _dst : _OutputArray(temp);
switch( op ) switch( op )
{ {
case MORPH_ERODE: case MORPH_ERODE:
ocl_morphOp( _src, _dst, kernel, anchor, iterations, MORPH_ERODE, borderType, borderValue ); if (!ocl_morphOp( _src, _dst, kernel, anchor, iterations, MORPH_ERODE, borderType, borderValue ))
return false;
break; break;
case MORPH_DILATE: case MORPH_DILATE:
ocl_morphOp( _src, _dst, kernel, anchor, iterations, MORPH_DILATE, borderType, borderValue ); if (!ocl_morphOp( _src, _dst, kernel, anchor, iterations, MORPH_DILATE, borderType, borderValue ))
return false;
break; break;
case MORPH_OPEN: case MORPH_OPEN:
ocl_morphOp( _src, temp, kernel, anchor, iterations, MORPH_ERODE, borderType, borderValue ); if (!ocl_morphOp( _src, _temp, kernel, anchor, iterations, MORPH_ERODE, borderType, borderValue ))
ocl_morphOp( temp, _dst, kernel, anchor, iterations, MORPH_DILATE, borderType, borderValue ); return false;
if (!ocl_morphOp( _temp, _dst, kernel, anchor, iterations, MORPH_DILATE, borderType, borderValue ))
return false;
break; break;
case MORPH_CLOSE: case MORPH_CLOSE:
ocl_morphOp( _src, temp, kernel, anchor, iterations, MORPH_DILATE, borderType, borderValue ); if (!ocl_morphOp( _src, _temp, kernel, anchor, iterations, MORPH_DILATE, borderType, borderValue ))
ocl_morphOp( temp, _dst, kernel, anchor, iterations, MORPH_ERODE, borderType, borderValue ); return false;
if (!ocl_morphOp( _temp, _dst, kernel, anchor, iterations, MORPH_ERODE, borderType, borderValue ))
return false;
break; break;
case MORPH_GRADIENT: case MORPH_GRADIENT:
// ?? if (!ocl_morphOp( _src, temp, kernel, anchor, iterations, MORPH_ERODE, borderType, borderValue ))
ocl_morphOp( _src, temp, kernel, anchor, iterations, MORPH_ERODE, borderType, borderValue ); return false;
ocl_morphOp( _src, _dst, kernel, anchor, iterations, MORPH_DILATE, borderType, borderValue ); if (!ocl_morphOp( _src, _dst, kernel, anchor, iterations, MORPH_DILATE, borderType, borderValue, MORPH_GRADIENT, temp ))
subtract(_dst, temp, _dst); return false;
break; break;
case MORPH_TOPHAT: case MORPH_TOPHAT:
// ?? if (!ocl_morphOp( _src, _temp, kernel, anchor, iterations, MORPH_ERODE, borderType, borderValue ))
ocl_morphOp( _src, temp, kernel, anchor, iterations, MORPH_ERODE, borderType, borderValue ); return false;
ocl_morphOp( temp, _dst, kernel, anchor, iterations, MORPH_DILATE, borderType, borderValue ); if (!ocl_morphOp( _temp, _dst, kernel, anchor, iterations, MORPH_DILATE, borderType, borderValue, MORPH_TOPHAT, _src ))
subtract(_src, _dst, _dst); return false;
break; break;
case MORPH_BLACKHAT: case MORPH_BLACKHAT:
// ?? if (!ocl_morphOp( _src, _temp, kernel, anchor, iterations, MORPH_DILATE, borderType, borderValue ))
ocl_morphOp( _src, temp, kernel, anchor, iterations, MORPH_DILATE, borderType, borderValue ); return false;
ocl_morphOp( temp, _dst, kernel, anchor, iterations, MORPH_ERODE, borderType, borderValue ); if (!ocl_morphOp( _temp, _dst, kernel, anchor, iterations, MORPH_ERODE, borderType, borderValue, MORPH_BLACKHAT, _src ))
subtract(_dst, _src, _dst); return false;
break; break;
default: default:
CV_Error( CV_StsBadArg, "unknown morphological operation" ); CV_Error( CV_StsBadArg, "unknown morphological operation" );
...@@ -1612,9 +1638,11 @@ void cv::morphologyEx( InputArray _src, OutputArray _dst, int op, ...@@ -1612,9 +1638,11 @@ void cv::morphologyEx( InputArray _src, OutputArray _dst, int op,
{ {
#ifdef HAVE_OPENCL #ifdef HAVE_OPENCL
Size ksize = kernel.size(); Size ksize = kernel.size();
anchor = normalizeAnchor(anchor, ksize);
CV_OCL_RUN(_dst.isUMat() && _src.dims() <= 2 && _src.channels() <= 4 && CV_OCL_RUN(_dst.isUMat() && _src.dims() <= 2 && _src.channels() <= 4 &&
anchor.x == ksize.width >> 1 && anchor.y == ksize.height >> 1 && anchor.x == ksize.width >> 1 && anchor.y == ksize.height >> 1 &&
borderType == cv::BORDER_CONSTANT, borderType == cv::BORDER_CONSTANT && borderValue == morphologyDefaultBorderValue(),
ocl_morphologyEx(_src, _dst, op, kernel, anchor, iterations, borderType, borderValue)) ocl_morphologyEx(_src, _dst, op, kernel, anchor, iterations, borderType, borderValue))
#endif #endif
......
modules/imgproc/src/opencl/morph.cl
View file @ 36db85a9
...@@ -43,6 +43,8 @@ ...@@ -43,6 +43,8 @@
#endif #endif
#endif #endif
#define noconvert
#if cn != 3 #if cn != 3
#define loadpix(addr) *(__global const T *)(addr) #define loadpix(addr) *(__global const T *)(addr)
#define storepix(val, addr) *(__global T *)(addr) = val #define storepix(val, addr) *(__global T *)(addr) = val
...@@ -107,6 +109,11 @@ ...@@ -107,6 +109,11 @@
// BORDER_CONSTANT: iiiiii|abcdefgh|iiiiiii // BORDER_CONSTANT: iiiiii|abcdefgh|iiiiiii
#define ELEM(i, l_edge, r_edge, elem1, elem2) (i) < (l_edge) | (i) >= (r_edge) ? (elem1) : (elem2) #define ELEM(i, l_edge, r_edge, elem1, elem2) (i) < (l_edge) | (i) >= (r_edge) ? (elem1) : (elem2)
#if defined OP_GRADIENT || defined OP_TOPHAT || defined OP_BLACKHAT
#define EXTRA_PARAMS , __global const uchar * matptr, int mat_step, int mat_offset
#else
#define EXTRA_PARAMS
#endif
__kernel void morph(__global const uchar * srcptr, int src_step, int src_offset, __kernel void morph(__global const uchar * srcptr, int src_step, int src_offset,
__global uchar * dstptr, int dst_step, int dst_offset, __global uchar * dstptr, int dst_step, int dst_offset,
...@@ -155,6 +162,20 @@ __kernel void morph(__global const uchar * srcptr, int src_step, int src_offset, ...@@ -155,6 +162,20 @@ __kernel void morph(__global const uchar * srcptr, int src_step, int src_offset,
PROCESS_ELEMS; PROCESS_ELEMS;
int dst_index = mad24(gidy, dst_step, mad24(gidx, TSIZE, dst_offset)); int dst_index = mad24(gidy, dst_step, mad24(gidx, TSIZE, dst_offset));
#if defined OP_GRADIENT || defined OP_TOPHAT || defined OP_BLACKHAT
int mat_index = mad24(gidy, mat_step, mad24(gidx, TSIZE, mat_offset));
T value = loadpix(matptr + mat_index);
#ifdef OP_GRADIENT
storepix(convertToT(convertToWT(res) - convertToWT(value)), dstptr + dst_index);
#elif defined OP_TOPHAT
storepix(convertToT(convertToWT(value) - convertToWT(res)), dstptr + dst_index);
#elif defined OP_BLACKHAT
storepix(convertToT(convertToWT(res) - convertToWT(value)), dstptr + dst_index);
#endif
#else // erode or dilate
storepix(res, dstptr + dst_index); storepix(res, dstptr + dst_index);
#endif
} }
} }
modules/imgproc/test/ocl/test_filters.cpp
View file @ 36db85a9
...@@ -63,7 +63,7 @@ PARAM_TEST_CASE(FilterTestBase, MatType, ...@@ -63,7 +63,7 @@ PARAM_TEST_CASE(FilterTestBase, MatType,
BorderType, // border type BorderType, // border type
double, // optional parameter double, // optional parameter
bool, // roi or not bool, // roi or not
int) //width multiplier int) // width multiplier
{ {
int type, borderType, ksize; int type, borderType, ksize;
Size size; Size size;
...@@ -244,8 +244,8 @@ OCL_TEST_P(Erode, Mat) ...@@ -244,8 +244,8 @@ OCL_TEST_P(Erode, Mat)
random_roi(); random_roi();
Mat kernel = randomMat(kernelSize, CV_8UC1, 0, 3); Mat kernel = randomMat(kernelSize, CV_8UC1, 0, 3);
OCL_OFF(cv::erode(src_roi, dst_roi, kernel, Point(-1,-1), iterations) ); OCL_OFF(cv::erode(src_roi, dst_roi, kernel, Point(-1, -1), iterations) );
OCL_ON(cv::erode(usrc_roi, udst_roi, kernel, Point(-1,-1), iterations) ); OCL_ON(cv::erode(usrc_roi, udst_roi, kernel, Point(-1, -1), iterations) );
Near(); Near();
} }
...@@ -266,8 +266,8 @@ OCL_TEST_P(Dilate, Mat) ...@@ -266,8 +266,8 @@ OCL_TEST_P(Dilate, Mat)
random_roi(); random_roi();
Mat kernel = randomMat(kernelSize, CV_8UC1, 0, 3); Mat kernel = randomMat(kernelSize, CV_8UC1, 0, 3);
OCL_OFF(cv::dilate(src_roi, dst_roi, kernel, Point(-1,-1), iterations) ); OCL_OFF(cv::dilate(src_roi, dst_roi, kernel, Point(-1, -1), iterations) );
OCL_ON(cv::dilate(usrc_roi, udst_roi, kernel, Point(-1,-1), iterations) ); OCL_ON(cv::dilate(usrc_roi, udst_roi, kernel, Point(-1, -1), iterations) );
Near(); Near();
} }
...@@ -289,8 +289,8 @@ OCL_TEST_P(MorphologyEx, Mat) ...@@ -289,8 +289,8 @@ OCL_TEST_P(MorphologyEx, Mat)
random_roi(); random_roi();
Mat kernel = randomMat(kernelSize, CV_8UC1, 0, 3); Mat kernel = randomMat(kernelSize, CV_8UC1, 0, 3);
OCL_OFF(cv::morphologyEx(src_roi, dst_roi, op, kernel, Point(-1,-1), iterations) ); OCL_OFF(cv::morphologyEx(src_roi, dst_roi, op, kernel, Point(-1, -1), iterations) );
OCL_ON(cv::morphologyEx(usrc_roi, udst_roi, op, kernel, Point(-1,-1), iterations) ); OCL_ON(cv::morphologyEx(usrc_roi, udst_roi, op, kernel, Point(-1, -1), iterations) );
Near(); Near();
} }
...@@ -360,8 +360,8 @@ OCL_INSTANTIATE_TEST_CASE_P(Filter, GaussianBlurTest, Combine( ...@@ -360,8 +360,8 @@ OCL_INSTANTIATE_TEST_CASE_P(Filter, GaussianBlurTest, Combine(
OCL_INSTANTIATE_TEST_CASE_P(Filter, Erode, Combine( OCL_INSTANTIATE_TEST_CASE_P(Filter, Erode, Combine(
Values(CV_8UC1, CV_8UC3, CV_8UC4, CV_32FC1, CV_32FC3, CV_32FC4, CV_64FC1, CV_64FC4), Values(CV_8UC1, CV_8UC3, CV_8UC4, CV_32FC1, CV_32FC3, CV_32FC4, CV_64FC1, CV_64FC4),
Values(3, 5, 7), Values(3, 5, 7),
Values(Size(0,0)),//not used Values(Size(0, 0)), //not used
Values((BorderType)BORDER_CONSTANT),//not used Values((BorderType)BORDER_CONSTANT),
Values(1.0, 2.0, 3.0), Values(1.0, 2.0, 3.0),
Bool(), Bool(),
Values(1))); // not used Values(1))); // not used
...@@ -369,20 +369,20 @@ OCL_INSTANTIATE_TEST_CASE_P(Filter, Erode, Combine( ...@@ -369,20 +369,20 @@ OCL_INSTANTIATE_TEST_CASE_P(Filter, Erode, Combine(
OCL_INSTANTIATE_TEST_CASE_P(Filter, Dilate, Combine( OCL_INSTANTIATE_TEST_CASE_P(Filter, Dilate, Combine(
Values(CV_8UC1, CV_8UC3, CV_8UC4, CV_32FC1, CV_32FC3, CV_32FC4, CV_64FC1, CV_64FC4), Values(CV_8UC1, CV_8UC3, CV_8UC4, CV_32FC1, CV_32FC3, CV_32FC4, CV_64FC1, CV_64FC4),
Values(3, 5, 7), Values(3, 5, 7),
Values(Size(0,0)),//not used Values(Size(0, 0)), // not used
Values((BorderType)BORDER_CONSTANT),//not used Values((BorderType)BORDER_CONSTANT),
Values(1.0, 2.0, 3.0), Values(1.0, 2.0, 3.0),
Bool(), Bool(),
Values(1))); //not used Values(1))); // not used
OCL_INSTANTIATE_TEST_CASE_P(Filter, MorphologyEx, Combine( OCL_INSTANTIATE_TEST_CASE_P(Filter, MorphologyEx, Combine(
Values(CV_8UC1, CV_8UC3, CV_8UC4, CV_32FC1, CV_32FC3, CV_32FC4, CV_64FC1, CV_64FC4), Values(CV_8UC1, CV_8UC3, CV_8UC4, CV_32FC1, CV_32FC3, CV_32FC4),
Values(3, 5, 7), Values(3, 5, 7),
Values(Size(0, 0), Size(0, 1), Size(0, 2), Size(0, 3), Size(0, 4), Size(0, 5), Size(0, 6)), // used as generator of operations Values(Size(0, 2), Size(0, 3), Size(0, 4), Size(0, 5), Size(0, 6)), // used as generator of operations
Values((BorderType)BORDER_CONSTANT),// not used Values((BorderType)BORDER_CONSTANT),
Values(1.0, 2.0, 3.0), Values(1.0, 2.0, 3.0),
Bool(), Bool(),
Values(1))); //not used Values(1))); // not used
} } // namespace cvtest::ocl } } // namespace cvtest::ocl
......
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