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added RGB -> XYZ conversion to ocl::cvtColor

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This commit is contained in:
Ilya Lavrenov 2013-11-10 13:38:09 +04:00
parent 33ae64201c
commit 5e02b20482
3 changed files with 149 additions and 29 deletions
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71
modules/ocl/src/color.cpp
View File

@ -50,7 +50,8 @@
using namespace cv;
using namespace cv::ocl;
static void fromRGB_caller(const oclMat &src, oclMat &dst, int bidx, const std::string & kernelName)
static void fromRGB_caller(const oclMat &src, oclMat &dst, int bidx, const std::string & kernelName,
const oclMat & data = oclMat())
{
int src_offset = src.offset / src.elemSize1(), src_step = src.step1();
int dst_offset = dst.offset / dst.elemSize1(), dst_step = dst.step1();
@ -68,6 +69,9 @@ static void fromRGB_caller(const oclMat &src, oclMat &dst, int bidx, const std::
args.push_back( make_pair( sizeof(cl_int) , (void *)&src_offset ));
args.push_back( make_pair( sizeof(cl_int) , (void *)&dst_offset ));
if (!data.empty())
args.push_back( make_pair( sizeof(cl_mem) , (void *)&data.data ));
size_t gt[3] = { dst.cols, dst.rows, 1 }, lt[3] = { 16, 16, 1 };
openCLExecuteKernel(src.clCxt, &cvt_color, kernelName.c_str(), gt, lt, args, -1, -1, build_options.c_str());
}
@ -112,10 +116,10 @@ static void cvtColor_caller(const oclMat &src, oclMat &dst, int code, int dcn)
case CV_BGR5652BGR: case CV_BGR5552BGR: case CV_BGR5652RGB: case CV_BGR5552RGB:
case CV_BGR5652BGRA: case CV_BGR5552BGRA: case CV_BGR5652RGBA: case CV_BGR5552RGBA:
*/
case CV_BGR2GRAY:
case CV_BGRA2GRAY:
case CV_RGB2GRAY:
case CV_BGR2GRAY:
case CV_RGBA2GRAY:
case CV_BGRA2GRAY:
{
CV_Assert(scn == 3 || scn == 4);
bidx = code == CV_BGR2GRAY || code == CV_BGRA2GRAY ? 0 : 2;
@ -190,9 +194,64 @@ static void cvtColor_caller(const oclMat &src, oclMat &dst, int code, int dcn)
/*
case CV_BGR5652GRAY: case CV_BGR5552GRAY:
case CV_GRAY2BGR565: case CV_GRAY2BGR555:
case CV_BGR2YCrCb: case CV_RGB2YCrCb:
case CV_BGR2XYZ: case CV_RGB2XYZ:
case CV_XYZ2BGR: case CV_XYZ2RGB:
*/
case CV_BGR2XYZ:
case CV_RGB2XYZ:
{
CV_Assert(scn == 3 || scn == 4);
bidx = code == CV_BGR2XYZ ? 0 : 2;
dst.create(sz, CV_MAKE_TYPE(depth, 3));
void * pdata = NULL;
if (depth == CV_32F)
{
float coeffs[] =
{
0.412453f, 0.357580f, 0.180423f,
0.212671f, 0.715160f, 0.072169f,
0.019334f, 0.119193f, 0.950227f
};
if (bidx == 0)
{
std::swap(coeffs[0], coeffs[2]);
std::swap(coeffs[3], coeffs[5]);
std::swap(coeffs[6], coeffs[8]);
}
pdata = coeffs;
}
else
{
int coeffs[] =
{
1689, 1465, 739,
871, 2929, 296,
79, 488, 3892
};
if (bidx == 0)
{
std::swap(coeffs[0], coeffs[2]);
std::swap(coeffs[3], coeffs[5]);
std::swap(coeffs[6], coeffs[8]);
}
pdata = coeffs;
}
oclMat oclCoeffs(1, 9, depth == CV_32F ? CV_32F : CV_32S, pdata);
fromRGB_caller(src, dst, bidx, "RGB2XYZ", oclCoeffs);
break;
}
case CV_XYZ2BGR:
case CV_XYZ2RGB:
{
if (dcn <= 0)
dcn = 3;
CV_Assert(scn == 3 && (dcn == 3 || dcn == 4));
bidx = code == CV_XYZ2BGR ? 0 : 2;
dst.create(sz, CV_MAKE_TYPE(depth, dcn));
toRGB_caller(src, dst, bidx, "XYZ2RGB");
break;
}
/*
case CV_BGR2HSV: case CV_RGB2HSV: case CV_BGR2HSV_FULL: case CV_RGB2HSV_FULL:
case CV_BGR2HLS: case CV_RGB2HLS: case CV_BGR2HLS_FULL: case CV_RGB2HLS_FULL:
case CV_HSV2BGR: case CV_HSV2RGB: case CV_HSV2BGR_FULL: case CV_HSV2RGB_FULL:

37
modules/ocl/src/opencl/cvt_color.cl
View File

@ -48,6 +48,7 @@
#if defined (DEPTH_0)
#define DATA_TYPE uchar
#define COEFF_TYPE int
#define MAX_NUM 255
#define HALF_MAX 128
#define SAT_CAST(num) convert_uchar_sat_rte(num)
@ -55,6 +56,7 @@
#if defined (DEPTH_2)
#define DATA_TYPE ushort
#define COEFF_TYPE int
#define MAX_NUM 65535
#define HALF_MAX 32768
#define SAT_CAST(num) convert_ushort_sat_rte(num)
@ -62,6 +64,7 @@
#if defined (DEPTH_5)
#define DATA_TYPE float
#define COEFF_TYPE float
#define MAX_NUM 1.0f
#define HALF_MAX 0.5f
#define SAT_CAST(num) (num)
@ -331,3 +334,37 @@ __kernel void YCrCb2RGB(int cols, int rows, int src_step, int dst_step, int chan
dst[dst_idx + 3] = MAX_NUM;
}
}
///////////////////////////////////// RGB <-> XYZ //////////////////////////////////////
#pragma OPENCL EXTENSION cl_amd_printf:enable
__kernel void RGB2XYZ(int cols, int rows, int src_step, int dst_step,
int bidx, __global const DATA_TYPE* src, __global DATA_TYPE* dst,
int src_offset, int dst_offset, __global COEFF_TYPE * coeffs)
{
int x = get_global_id(0);
int y = get_global_id(1);
if (y < rows && x < cols)
{
x <<= 2;
int src_idx = mad24(y, src_step, src_offset + x);
int dst_idx = mad24(y, dst_step, dst_offset + x);
DATA_TYPE r = src[src_idx], g = src[src_idx + 1], b = src[src_idx + 2];
#ifdef DEPTH_5
DATA_TYPE x = r * coeffs[0] + g * coeffs[1] + b * coeffs[2];
DATA_TYPE y = r * coeffs[3] + g * coeffs[4] + b * coeffs[5];
DATA_TYPE z = r * coeffs[6] + g * coeffs[7] + b * coeffs[8];
#else
DATA_TYPE x = CV_DESCALE(r * coeffs[0] + g * coeffs[1] + b * coeffs[2], xyz_shift);
DATA_TYPE y = CV_DESCALE(r * coeffs[3] + g * coeffs[4] + b * coeffs[5], xyz_shift);
DATA_TYPE z = CV_DESCALE(r * coeffs[6] + g * coeffs[7] + b * coeffs[8], xyz_shift);
#endif
dst[dst_idx] = SAT_CAST(x);
dst[dst_idx + 1] = SAT_CAST(y);
dst[dst_idx + 2] = SAT_CAST(z);
}
}

70
modules/ocl/test/test_color.cpp
View File

@ -47,6 +47,7 @@
#ifdef HAVE_OPENCL
using namespace testing;
using namespace cv;
///////////////////////////////////////////////////////////////////////////////////////////////////////
// cvtColor
@ -57,20 +58,20 @@ PARAM_TEST_CASE(CvtColor, MatDepth, bool)
bool use_roi;
// src mat
cv::Mat src1;
cv::Mat dst1;
Mat src;
Mat dst;
// src mat with roi
cv::Mat src1_roi;
cv::Mat dst1_roi;
Mat src_roi;
Mat dst_roi;
// ocl dst mat for testing
cv::ocl::oclMat gsrc1_whole;
cv::ocl::oclMat gdst1_whole;
ocl::oclMat gsrc_whole;
ocl::oclMat gdst_whole;
// ocl mat with roi
cv::ocl::oclMat gsrc1_roi;
cv::ocl::oclMat gdst1_roi;
ocl::oclMat gsrc_roi;
ocl::oclMat gdst_roi;
virtual void SetUp()
{
@ -85,19 +86,23 @@ PARAM_TEST_CASE(CvtColor, MatDepth, bool)
Size roiSize = randomSize(1, MAX_VALUE);
Border srcBorder = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(src1, src1_roi, roiSize, srcBorder, srcType, 2, 100);
randomSubMat(src, src_roi, roiSize, srcBorder, srcType, 2, 100);
Border dst1Border = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(dst1, dst1_roi, roiSize, dst1Border, dstType, 5, 16);
Border dstBorder = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(dst, dst_roi, roiSize, dstBorder, dstType, 5, 16);
generateOclMat(gsrc1_whole, gsrc1_roi, src1, roiSize, srcBorder);
generateOclMat(gdst1_whole, gdst1_roi, dst1, roiSize, dst1Border);
generateOclMat(gsrc_whole, gsrc_roi, src, roiSize, srcBorder);
generateOclMat(gdst_whole, gdst_roi, dst, roiSize, dstBorder);
}
void Near(double threshold = 1e-3)
{
EXPECT_MAT_NEAR(dst1, gdst1_whole, threshold);
EXPECT_MAT_NEAR(dst1_roi, gdst1_roi, threshold);
Mat whole, roi;
gdst_whole.download(whole);
gdst_roi.download(roi);
EXPECT_MAT_NEAR(dst, whole, threshold);
EXPECT_MAT_NEAR(dst_roi, roi, threshold);
}
void doTest(int channelsIn, int channelsOut, int code)
@ -106,15 +111,15 @@ PARAM_TEST_CASE(CvtColor, MatDepth, bool)
{
random_roi(channelsIn, channelsOut);
cv::cvtColor(src1_roi, dst1_roi, code, channelsOut);
cv::ocl::cvtColor(gsrc1_roi, gdst1_roi, code, channelsOut);
cvtColor(src_roi, dst_roi, code, channelsOut);
ocl::cvtColor(gsrc_roi, gdst_roi, code, channelsOut);
Near();
}
}
};
#define CVTCODE(name) cv::COLOR_ ## name
#define CVTCODE(name) COLOR_ ## name
// RGB <-> Gray
@ -224,6 +229,25 @@ OCL_TEST_P(CvtColor, YCrCb2BGRA)
doTest(3, 4, CVTCODE(YCrCb2BGR));
}
// RGB <-> XYZ
OCL_TEST_P(CvtColor, RGB2XYZ)
{
doTest(3, 3, CVTCODE(RGB2XYZ));
}
OCL_TEST_P(CvtColor, BGR2XYZ)
{
doTest(3, 3, CVTCODE(BGR2XYZ));
}
OCL_TEST_P(CvtColor, RGBA2XYZ)
{
doTest(4, 3, CVTCODE(RGB2XYZ));
}
OCL_TEST_P(CvtColor, BGRA2XYZ)
{
doTest(4, 3, CVTCODE(BGR2XYZ));
}
// YUV -> RGBA_NV12
struct CvtColor_YUV420 :
@ -238,13 +262,13 @@ struct CvtColor_YUV420 :
roiSize.width *= 2;
roiSize.height *= 3;
Border srcBorder = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(src1, src1_roi, roiSize, srcBorder, srcType, 2, 100);
randomSubMat(src, src_roi, roiSize, srcBorder, srcType, 2, 100);
Border dst1Border = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(dst1, dst1_roi, roiSize, dst1Border, dstType, 5, 16);
Border dstBorder = randomBorder(0, use_roi ? MAX_VALUE : 0);
randomSubMat(dst, dst_roi, roiSize, dstBorder, dstType, 5, 16);
generateOclMat(gsrc1_whole, gsrc1_roi, src1, roiSize, srcBorder);
generateOclMat(gdst1_whole, gdst1_roi, dst1, roiSize, dst1Border);
generateOclMat(gsrc_whole, gsrc_roi, src, roiSize, srcBorder);
generateOclMat(gdst_whole, gdst_roi, dst, roiSize, dstBorder);
}
};