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fixed bug in gpu::cvtColor

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pull/13383/head
Vladislav Vinogradov 14 years ago
parent 5e9ae6b19f
commit 971e35f283
4 changed files with 1173 additions and 128 deletions
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  1. 124
      modules/gpu/src/color.cpp
  2. 12
      modules/gpu/src/cuda/color.cu
  3. 29
      modules/gpu/src/opencv2/gpu/device/detail/color.hpp
  4. 1136
      modules/gpu/test/test_imgproc.cpp

124
modules/gpu/src/color.cpp
Unescape View File

@ -51,7 +51,7 @@ void cv::gpu::cvtColor(const GpuMat&, GpuMat&, int, int, Stream&) { throw_nogpu(
#else /* !defined (HAVE_CUDA) */
namespace cv { namespace gpu { namespace color
namespace cv { namespace gpu { namespace device
{
#define OPENCV_GPU_DECLARE_CVTCOLOR_ONE(name) \
void name(const DevMem2D& src, const DevMem2D& dst, cudaStream_t stream);
@ -207,7 +207,7 @@ namespace
void bgr_to_rgb(const GpuMat& src, GpuMat& dst, int, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[] = {bgr_to_rgb_8u, 0, bgr_to_rgb_16u, 0, 0, bgr_to_rgb_32f};
CV_Assert(src.depth() == CV_8U || src.depth() == CV_16U || src.depth() == CV_32F);
@ -220,7 +220,7 @@ namespace
void bgr_to_bgra(const GpuMat& src, GpuMat& dst, int, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[] = {bgr_to_bgra_8u, 0, bgr_to_bgra_16u, 0, 0, bgr_to_bgra_32f};
CV_Assert(src.depth() == CV_8U || src.depth() == CV_16U || src.depth() == CV_32F);
@ -233,7 +233,7 @@ namespace
void bgr_to_rgba(const GpuMat& src, GpuMat& dst, int, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[] = {bgr_to_rgba_8u, 0, bgr_to_rgba_16u, 0, 0, bgr_to_rgba_32f};
CV_Assert(src.depth() == CV_8U || src.depth() == CV_16U || src.depth() == CV_32F);
@ -246,7 +246,7 @@ namespace
void bgra_to_bgr(const GpuMat& src, GpuMat& dst, int, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[] = {bgra_to_bgr_8u, 0, bgra_to_bgr_16u, 0, 0, bgra_to_bgr_32f};
CV_Assert(src.depth() == CV_8U || src.depth() == CV_16U || src.depth() == CV_32F);
@ -259,7 +259,7 @@ namespace
void bgra_to_rgb(const GpuMat& src, GpuMat& dst, int, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[] = {bgra_to_rgb_8u, 0, bgra_to_rgb_16u, 0, 0, bgra_to_rgb_32f};
CV_Assert(src.depth() == CV_8U || src.depth() == CV_16U || src.depth() == CV_32F);
@ -272,7 +272,7 @@ namespace
void bgra_to_rgba(const GpuMat& src, GpuMat& dst, int, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[] = {bgra_to_rgba_8u, 0, bgra_to_rgba_16u, 0, 0, bgra_to_rgba_32f};
CV_Assert(src.depth() == CV_8U || src.depth() == CV_16U || src.depth() == CV_32F);
@ -290,7 +290,7 @@ namespace
dst.create(src.size(), CV_8UC2);
color::bgr_to_bgr555(src, dst, StreamAccessor::getStream(stream));
device::bgr_to_bgr555(src, dst, StreamAccessor::getStream(stream));
}
void bgr_to_bgr565(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -300,7 +300,7 @@ namespace
dst.create(src.size(), CV_8UC2);
color::bgr_to_bgr565(src, dst, StreamAccessor::getStream(stream));
device::bgr_to_bgr565(src, dst, StreamAccessor::getStream(stream));
}
void rgb_to_bgr555(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -310,7 +310,7 @@ namespace
dst.create(src.size(), CV_8UC2);
color::rgb_to_bgr555(src, dst, StreamAccessor::getStream(stream));
device::rgb_to_bgr555(src, dst, StreamAccessor::getStream(stream));
}
void rgb_to_bgr565(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -320,7 +320,7 @@ namespace
dst.create(src.size(), CV_8UC2);
color::rgb_to_bgr565(src, dst, StreamAccessor::getStream(stream));
device::rgb_to_bgr565(src, dst, StreamAccessor::getStream(stream));
}
void bgra_to_bgr555(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -330,7 +330,7 @@ namespace
dst.create(src.size(), CV_8UC2);
color::bgra_to_bgr555(src, dst, StreamAccessor::getStream(stream));
device::bgra_to_bgr555(src, dst, StreamAccessor::getStream(stream));
}
void bgra_to_bgr565(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -340,7 +340,7 @@ namespace
dst.create(src.size(), CV_8UC2);
color::bgra_to_bgr565(src, dst, StreamAccessor::getStream(stream));
device::bgra_to_bgr565(src, dst, StreamAccessor::getStream(stream));
}
void rgba_to_bgr555(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -350,7 +350,7 @@ namespace
dst.create(src.size(), CV_8UC2);
color::rgba_to_bgr555(src, dst, StreamAccessor::getStream(stream));
device::rgba_to_bgr555(src, dst, StreamAccessor::getStream(stream));
}
void rgba_to_bgr565(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -360,7 +360,7 @@ namespace
dst.create(src.size(), CV_8UC2);
color::rgba_to_bgr565(src, dst, StreamAccessor::getStream(stream));
device::rgba_to_bgr565(src, dst, StreamAccessor::getStream(stream));
}
void bgr555_to_rgb(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -370,7 +370,7 @@ namespace
dst.create(src.size(), CV_8UC3);
color::bgr555_to_rgb(src, dst, StreamAccessor::getStream(stream));
device::bgr555_to_rgb(src, dst, StreamAccessor::getStream(stream));
}
void bgr565_to_rgb(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -380,7 +380,7 @@ namespace
dst.create(src.size(), CV_8UC3);
color::bgr565_to_rgb(src, dst, StreamAccessor::getStream(stream));
device::bgr565_to_rgb(src, dst, StreamAccessor::getStream(stream));
}
void bgr555_to_bgr(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -390,7 +390,7 @@ namespace
dst.create(src.size(), CV_8UC3);
color::bgr555_to_bgr(src, dst, StreamAccessor::getStream(stream));
device::bgr555_to_bgr(src, dst, StreamAccessor::getStream(stream));
}
void bgr565_to_bgr(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -400,7 +400,7 @@ namespace
dst.create(src.size(), CV_8UC3);
color::bgr565_to_bgr(src, dst, StreamAccessor::getStream(stream));
device::bgr565_to_bgr(src, dst, StreamAccessor::getStream(stream));
}
void bgr555_to_rgba(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -410,7 +410,7 @@ namespace
dst.create(src.size(), CV_8UC4);
color::bgr555_to_rgba(src, dst, StreamAccessor::getStream(stream));
device::bgr555_to_rgba(src, dst, StreamAccessor::getStream(stream));
}
void bgr565_to_rgba(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -420,7 +420,7 @@ namespace
dst.create(src.size(), CV_8UC4);
color::bgr565_to_rgba(src, dst, StreamAccessor::getStream(stream));
device::bgr565_to_rgba(src, dst, StreamAccessor::getStream(stream));
}
void bgr555_to_bgra(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -430,7 +430,7 @@ namespace
dst.create(src.size(), CV_8UC4);
color::bgr555_to_bgra(src, dst, StreamAccessor::getStream(stream));
device::bgr555_to_bgra(src, dst, StreamAccessor::getStream(stream));
}
void bgr565_to_bgra(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -440,12 +440,12 @@ namespace
dst.create(src.size(), CV_8UC4);
color::bgr565_to_bgra(src, dst, StreamAccessor::getStream(stream));
device::bgr565_to_bgra(src, dst, StreamAccessor::getStream(stream));
}
void gray_to_bgr(const GpuMat& src, GpuMat& dst, int, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[] = {gray_to_bgr_8u, 0, gray_to_bgr_16u, 0, 0, gray_to_bgr_32f};
CV_Assert(src.depth() == CV_8U || src.depth() == CV_16U || src.depth() == CV_32F);
@ -458,7 +458,7 @@ namespace
void gray_to_bgra(const GpuMat& src, GpuMat& dst, int, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[] = {gray_to_bgra_8u, 0, gray_to_bgra_16u, 0, 0, gray_to_bgra_32f};
CV_Assert(src.depth() == CV_8U || src.depth() == CV_16U || src.depth() == CV_32F);
@ -476,7 +476,7 @@ namespace
dst.create(src.size(), CV_8UC2);
color::gray_to_bgr555(src, dst, StreamAccessor::getStream(stream));
device::gray_to_bgr555(src, dst, StreamAccessor::getStream(stream));
}
void gray_to_bgr565(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -486,7 +486,7 @@ namespace
dst.create(src.size(), CV_8UC2);
color::gray_to_bgr565(src, dst, StreamAccessor::getStream(stream));
device::gray_to_bgr565(src, dst, StreamAccessor::getStream(stream));
}
void bgr555_to_gray(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -496,7 +496,7 @@ namespace
dst.create(src.size(), CV_8UC1);
color::bgr555_to_gray(src, dst, StreamAccessor::getStream(stream));
device::bgr555_to_gray(src, dst, StreamAccessor::getStream(stream));
}
void bgr565_to_gray(const GpuMat& src, GpuMat& dst, int, Stream& stream)
@ -506,12 +506,12 @@ namespace
dst.create(src.size(), CV_8UC1);
color::bgr565_to_gray(src, dst, StreamAccessor::getStream(stream));
device::bgr565_to_gray(src, dst, StreamAccessor::getStream(stream));
}
void rgb_to_gray(const GpuMat& src, GpuMat& dst, int, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[] = {rgb_to_gray_8u, 0, rgb_to_gray_16u, 0, 0, rgb_to_gray_32f};
CV_Assert(src.depth() == CV_8U || src.depth() == CV_16U || src.depth() == CV_32F);
@ -524,7 +524,7 @@ namespace
void bgr_to_gray(const GpuMat& src, GpuMat& dst, int, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[] = {bgr_to_gray_8u, 0, bgr_to_gray_16u, 0, 0, bgr_to_gray_32f};
CV_Assert(src.depth() == CV_8U || src.depth() == CV_16U || src.depth() == CV_32F);
@ -537,7 +537,7 @@ namespace
void rgba_to_gray(const GpuMat& src, GpuMat& dst, int, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[] = {rgba_to_gray_8u, 0, rgba_to_gray_16u, 0, 0, rgba_to_gray_32f};
CV_Assert(src.depth() == CV_8U || src.depth() == CV_16U || src.depth() == CV_32F);
@ -550,7 +550,7 @@ namespace
void bgra_to_gray(const GpuMat& src, GpuMat& dst, int, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[] = {bgra_to_gray_8u, 0, bgra_to_gray_16u, 0, 0, bgra_to_gray_32f};
CV_Assert(src.depth() == CV_8U || src.depth() == CV_16U || src.depth() == CV_32F);
@ -563,7 +563,7 @@ namespace
void rgb_to_yuv(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -589,7 +589,7 @@ namespace
void bgr_to_yuv(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -615,7 +615,7 @@ namespace
void yuv_to_rgb(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -641,7 +641,7 @@ namespace
void yuv_to_bgr(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -667,7 +667,7 @@ namespace
void rgb_to_YCrCb(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -693,7 +693,7 @@ namespace
void bgr_to_YCrCb(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -719,7 +719,7 @@ namespace
void YCrCb_to_rgb(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -745,7 +745,7 @@ namespace
void YCrCb_to_bgr(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -771,7 +771,7 @@ namespace
void rgb_to_xyz(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -797,7 +797,7 @@ namespace
void bgr_to_xyz(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -823,7 +823,7 @@ namespace
void xyz_to_rgb(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -849,7 +849,7 @@ namespace
void xyz_to_bgr(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -875,7 +875,7 @@ namespace
void rgb_to_hsv(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -901,7 +901,7 @@ namespace
void bgr_to_hsv(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -927,7 +927,7 @@ namespace
void hsv_to_rgb(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -953,7 +953,7 @@ namespace
void hsv_to_bgr(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -979,7 +979,7 @@ namespace
void rgb_to_hls(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -1005,7 +1005,7 @@ namespace
void bgr_to_hls(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -1031,7 +1031,7 @@ namespace
void hls_to_rgb(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -1057,7 +1057,7 @@ namespace
void hls_to_bgr(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -1083,7 +1083,7 @@ namespace
void rgb_to_hsv_full(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -1109,7 +1109,7 @@ namespace
void bgr_to_hsv_full(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -1135,7 +1135,7 @@ namespace
void hsv_to_rgb_full(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -1161,7 +1161,7 @@ namespace
void hsv_to_bgr_full(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -1187,7 +1187,7 @@ namespace
void rgb_to_hls_full(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -1213,7 +1213,7 @@ namespace
void bgr_to_hls_full(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -1239,7 +1239,7 @@ namespace
void hls_to_rgb_full(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -1265,7 +1265,7 @@ namespace
void hls_to_bgr_full(const GpuMat& src, GpuMat& dst, int dcn, Stream& stream)
{
using namespace cv::gpu::color;
using namespace cv::gpu::device;
static const gpu_func_t funcs[2][2][6] =
{
{
@ -1364,7 +1364,7 @@ void cv::gpu::cvtColor(const GpuMat& src, GpuMat& dst, int code, int dcn, Stream
rgb_to_hls, // CV_RGB2HLS =53
hsv_to_bgr, // CV_HSV2BGR =54
bgr_to_rgb, // CV_HSV2RGB =55
hsv_to_rgb, // CV_HSV2RGB =55
0, // CV_Lab2BGR =56
0, // CV_Lab2RGB =57

12
modules/gpu/src/cuda/color.cu
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@ -44,11 +44,15 @@
#include "opencv2/gpu/device/transform.hpp"
#include "opencv2/gpu/device/color.hpp"
using namespace cv::gpu;
using namespace cv::gpu::device;
namespace cv { namespace gpu { namespace color
namespace cv { namespace gpu { namespace device
{
template <> struct TransformFunctorTraits<bgra_to_rgba_traits<uchar>::functor_type> : DefaultTransformFunctorTraits<bgra_to_rgba_traits<uchar>::functor_type>
{
enum { smart_block_dim_x = 8 };
enum { smart_block_dim_y = 8 };
enum { smart_shift = 4 };
};
#define OPENCV_GPU_IMPLEMENT_CVTCOLOR(name, traits) \
void name(const DevMem2D& src, const DevMem2D& dst, cudaStream_t stream) \
{ \

29
modules/gpu/src/opencv2/gpu/device/detail/color.hpp
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@ -100,15 +100,32 @@ namespace cv { namespace gpu { namespace device
namespace detail
{
template <typename T, typename D, int bidx> struct RGB2RGB : public unary_function<T, D>
template <typename T, int scn, int dcn, int bidx> struct RGB2RGB : unary_function<typename TypeVec<T, scn>::vec_type, typename TypeVec<T, dcn>::vec_type>
{
__device__ D operator()(const T& src) const
__device__ typename TypeVec<T, dcn>::vec_type operator()(const typename TypeVec<T, scn>::vec_type& src) const
{
D dst;
typename TypeVec<T, dcn>::vec_type dst;
dst.x = (&src.x)[bidx];
dst.y = src.y;
dst.z = (&src.x)[bidx^2];
setAlpha(dst, getAlpha<typename VecTraits<T>::elem_type>(src));
setAlpha(dst, getAlpha<T>(src));
return dst;
}
};
template <> struct RGB2RGB<uchar, 4, 4, 2> : unary_function<uint, uint>
{
__device__ uint operator()(uint src) const
{
uint dst = 0;
dst |= (0xff & (src >> 16));
dst |= (0xff & (src >> 8)) << 8;
dst |= (0xff & (src)) << 16;
dst |= (0xff & (src >> 24)) << 24;
return dst;
}
};
@ -117,10 +134,10 @@ namespace cv { namespace gpu { namespace device
#define OPENCV_GPU_IMPLEMENT_RGB2RGB_TRAITS(name, scn, dcn, bidx) \
template <typename T> struct name ## _traits \
{ \
typedef detail::RGB2RGB<typename TypeVec<T, scn>::vec_type, typename TypeVec<T, dcn>::vec_type, bidx> functor_type; \
typedef detail::RGB2RGB<T, scn, dcn, bidx> functor_type; \
static __host__ __device__ __forceinline__ functor_type create_functor() \
{ \
return detail::RGB2RGB<typename TypeVec<T, scn>::vec_type, typename TypeVec<T, dcn>::vec_type, bidx>(); \
return functor_type(); \
} \
};

1136
modules/gpu/test/test_imgproc.cpp
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