mirror of
https://github.com/opencv/opencv.git
synced 2024-12-13 16:09:23 +08:00
a1028efdcf
Implement color conversion from RGB to YUV422 family #24333 Related PR for extra: https://github.com/opencv/opencv_extra/pull/1104 Hi, This patch provides CPU and OpenCL implementations of color conversions from RGB/BGR to YUV422 family (such as UYVY and YUY2). These features would come in useful for enabling standard RGB images to be supplied as input to algorithms or networks that make use of images in YUV422 format directly (for example, on resource constrained devices working with camera images captured in YUV422). The code, tests and perf tests are all written following the existing pattern. There is also an example `bin/example_cpp_cvtColor_RGB2YUV422` that loads an image from disk, converts it from BGR to UYVY and then back to BGR, and displays the result as a visual check that the conversion works. The OpenCL performance for the forward conversion implemented here is the same as the existing backward conversion on my hardware. The CPU implementation, unfortunately, isn't very optimized as I am not yet familiar with the SIMD code. Please let me know if I need to fix something or can make other modifications. Thanks! ### Pull Request Readiness Checklist See details at https://github.com/opencv/opencv/wiki/How_to_contribute#making-a-good-pull-request - [x] I agree to contribute to the project under Apache 2 License. - [x] To the best of my knowledge, the proposed patch is not based on a code under GPL or another license that is incompatible with OpenCV - [x] The PR is proposed to the proper branch - [x] There is a reference to the original bug report and related work - [x] There is accuracy test, performance test and test data in opencv_extra repository, if applicable - [x] The feature is well documented and sample code can be built with the project CMake
888 lines
26 KiB
C++
888 lines
26 KiB
C++
#include "test_precomp.hpp"
|
|
|
|
namespace opencv_test { namespace {
|
|
|
|
#undef RGB
|
|
#undef YUV
|
|
|
|
typedef Vec3b YUV;
|
|
typedef Vec3b RGB;
|
|
|
|
int countOfDifferencies(const Mat& gold, const Mat& result, int maxAllowedDifference = 1)
|
|
{
|
|
Mat diff;
|
|
absdiff(gold, result, diff);
|
|
return countNonZero(diff.reshape(1) > maxAllowedDifference);
|
|
}
|
|
|
|
class YUVreader
|
|
{
|
|
public:
|
|
virtual ~YUVreader() {}
|
|
virtual YUV read(const Mat& yuv, int row, int col) = 0;
|
|
virtual int channels() = 0;
|
|
virtual Size size(Size imgSize) = 0;
|
|
|
|
virtual bool requiresEvenHeight() { return true; }
|
|
virtual bool requiresEvenWidth() { return true; }
|
|
|
|
static YUVreader* getReader(int code);
|
|
};
|
|
|
|
class RGBreader
|
|
{
|
|
public:
|
|
virtual ~RGBreader() {}
|
|
virtual RGB read(const Mat& rgb, int row, int col) = 0;
|
|
virtual int channels() = 0;
|
|
|
|
static RGBreader* getReader(int code);
|
|
};
|
|
|
|
class RGBwriter
|
|
{
|
|
public:
|
|
virtual ~RGBwriter() {}
|
|
|
|
virtual void write(Mat& rgb, int row, int col, const RGB& val) = 0;
|
|
virtual int channels() = 0;
|
|
|
|
static RGBwriter* getWriter(int code);
|
|
};
|
|
|
|
class GRAYwriter
|
|
{
|
|
public:
|
|
virtual ~GRAYwriter() {}
|
|
|
|
virtual void write(Mat& gray, int row, int col, const uchar& val)
|
|
{
|
|
gray.at<uchar>(row, col) = val;
|
|
}
|
|
|
|
virtual int channels() { return 1; }
|
|
|
|
static GRAYwriter* getWriter(int code);
|
|
};
|
|
|
|
class YUVwriter
|
|
{
|
|
public:
|
|
virtual ~YUVwriter() {}
|
|
|
|
virtual void write(Mat& yuv, int row, int col, const YUV& val) = 0;
|
|
virtual int channels() = 0;
|
|
virtual Size size(Size imgSize) = 0;
|
|
|
|
virtual bool requiresEvenHeight() { return true; }
|
|
virtual bool requiresEvenWidth() { return true; }
|
|
|
|
static YUVwriter* getWriter(int code);
|
|
};
|
|
|
|
class RGB888Writer : public RGBwriter
|
|
{
|
|
void write(Mat& rgb, int row, int col, const RGB& val)
|
|
{
|
|
rgb.at<Vec3b>(row, col) = val;
|
|
}
|
|
|
|
int channels() { return 3; }
|
|
};
|
|
|
|
class BGR888Writer : public RGBwriter
|
|
{
|
|
void write(Mat& rgb, int row, int col, const RGB& val)
|
|
{
|
|
Vec3b tmp(val[2], val[1], val[0]);
|
|
rgb.at<Vec3b>(row, col) = tmp;
|
|
}
|
|
|
|
int channels() { return 3; }
|
|
};
|
|
|
|
class RGBA8888Writer : public RGBwriter
|
|
{
|
|
void write(Mat& rgb, int row, int col, const RGB& val)
|
|
{
|
|
Vec4b tmp(val[0], val[1], val[2], 255);
|
|
rgb.at<Vec4b>(row, col) = tmp;
|
|
}
|
|
|
|
int channels() { return 4; }
|
|
};
|
|
|
|
class BGRA8888Writer : public RGBwriter
|
|
{
|
|
void write(Mat& rgb, int row, int col, const RGB& val)
|
|
{
|
|
Vec4b tmp(val[2], val[1], val[0], 255);
|
|
rgb.at<Vec4b>(row, col) = tmp;
|
|
}
|
|
|
|
int channels() { return 4; }
|
|
};
|
|
|
|
class YUV420pWriter: public YUVwriter
|
|
{
|
|
int channels() { return 1; }
|
|
Size size(Size imgSize) { return Size(imgSize.width, imgSize.height + imgSize.height/2); }
|
|
};
|
|
|
|
class YV12Writer: public YUV420pWriter
|
|
{
|
|
void write(Mat& yuv, int row, int col, const YUV& val)
|
|
{
|
|
int h = yuv.rows * 2 / 3;
|
|
|
|
yuv.ptr<uchar>(row)[col] = val[0];
|
|
if( row % 2 == 0 && col % 2 == 0 )
|
|
{
|
|
yuv.ptr<uchar>(h + row/4)[col/2 + ((row/2) % 2) * (yuv.cols/2)] = val[2];
|
|
yuv.ptr<uchar>(h + (row/2 + h/2)/2)[col/2 + ((row/2 + h/2) % 2) * (yuv.cols/2)] = val[1];
|
|
}
|
|
}
|
|
};
|
|
|
|
class I420Writer: public YUV420pWriter
|
|
{
|
|
void write(Mat& yuv, int row, int col, const YUV& val)
|
|
{
|
|
int h = yuv.rows * 2 / 3;
|
|
|
|
yuv.ptr<uchar>(row)[col] = val[0];
|
|
if( row % 2 == 0 && col % 2 == 0 )
|
|
{
|
|
yuv.ptr<uchar>(h + row/4)[col/2 + ((row/2) % 2) * (yuv.cols/2)] = val[1];
|
|
yuv.ptr<uchar>(h + (row/2 + h/2)/2)[col/2 + ((row/2 + h/2) % 2) * (yuv.cols/2)] = val[2];
|
|
}
|
|
}
|
|
};
|
|
|
|
class YUV422Writer: public YUVwriter
|
|
{
|
|
int channels() { return 2; }
|
|
Size size(Size imgSize) { return Size(imgSize.width, imgSize.height); }
|
|
};
|
|
|
|
class UYVYWriter: public YUV422Writer
|
|
{
|
|
virtual void write(Mat& yuv, int row, int col, const YUV& val)
|
|
{
|
|
yuv.ptr<Vec2b>(row)[col][1] = val[0];
|
|
yuv.ptr<Vec2b>(row)[(col/2)*2][0] = val[1];
|
|
yuv.ptr<Vec2b>(row)[(col/2)*2 + 1][0] = val[2];
|
|
}
|
|
};
|
|
|
|
class YUY2Writer: public YUV422Writer
|
|
{
|
|
virtual void write(Mat& yuv, int row, int col, const YUV& val)
|
|
{
|
|
yuv.ptr<Vec2b>(row)[col][0] = val[0];
|
|
yuv.ptr<Vec2b>(row)[(col/2)*2][1] = val[1];
|
|
yuv.ptr<Vec2b>(row)[(col/2)*2 + 1][1] = val[2];
|
|
}
|
|
};
|
|
|
|
class YVYUWriter: public YUV422Writer
|
|
{
|
|
virtual void write(Mat& yuv, int row, int col, const YUV& val)
|
|
{
|
|
yuv.ptr<Vec2b>(row)[col][0] = val[0];
|
|
yuv.ptr<Vec2b>(row)[(col/2)*2 + 1][1] = val[1];
|
|
yuv.ptr<Vec2b>(row)[(col/2)*2][1] = val[2];
|
|
}
|
|
};
|
|
|
|
class YUV420Reader: public YUVreader
|
|
{
|
|
int channels() { return 1; }
|
|
Size size(Size imgSize) { return Size(imgSize.width, imgSize.height * 3 / 2); }
|
|
};
|
|
|
|
class YUV422Reader: public YUVreader
|
|
{
|
|
int channels() { return 2; }
|
|
Size size(Size imgSize) { return imgSize; }
|
|
bool requiresEvenHeight() { return false; }
|
|
};
|
|
|
|
class NV21Reader: public YUV420Reader
|
|
{
|
|
YUV read(const Mat& yuv, int row, int col)
|
|
{
|
|
uchar y = yuv.ptr<uchar>(row)[col];
|
|
uchar u = yuv.ptr<uchar>(yuv.rows * 2 / 3 + row/2)[(col/2)*2 + 1];
|
|
uchar v = yuv.ptr<uchar>(yuv.rows * 2 / 3 + row/2)[(col/2)*2];
|
|
|
|
return YUV(y, u, v);
|
|
}
|
|
};
|
|
|
|
|
|
struct NV12Reader: public YUV420Reader
|
|
{
|
|
YUV read(const Mat& yuv, int row, int col)
|
|
{
|
|
uchar y = yuv.ptr<uchar>(row)[col];
|
|
uchar u = yuv.ptr<uchar>(yuv.rows * 2 / 3 + row/2)[(col/2)*2];
|
|
uchar v = yuv.ptr<uchar>(yuv.rows * 2 / 3 + row/2)[(col/2)*2 + 1];
|
|
|
|
return YUV(y, u, v);
|
|
}
|
|
};
|
|
|
|
class YV12Reader: public YUV420Reader
|
|
{
|
|
YUV read(const Mat& yuv, int row, int col)
|
|
{
|
|
int h = yuv.rows * 2 / 3;
|
|
uchar y = yuv.ptr<uchar>(row)[col];
|
|
uchar u = yuv.ptr<uchar>(h + (row/2 + h/2)/2)[col/2 + ((row/2 + h/2) % 2) * (yuv.cols/2)];
|
|
uchar v = yuv.ptr<uchar>(h + row/4)[col/2 + ((row/2) % 2) * (yuv.cols/2)];
|
|
|
|
return YUV(y, u, v);
|
|
}
|
|
};
|
|
|
|
class IYUVReader: public YUV420Reader
|
|
{
|
|
YUV read(const Mat& yuv, int row, int col)
|
|
{
|
|
int h = yuv.rows * 2 / 3;
|
|
uchar y = yuv.ptr<uchar>(row)[col];
|
|
uchar u = yuv.ptr<uchar>(h + row/4)[col/2 + ((row/2) % 2) * (yuv.cols/2)];
|
|
uchar v = yuv.ptr<uchar>(h + (row/2 + h/2)/2)[col/2 + ((row/2 + h/2) % 2) * (yuv.cols/2)];
|
|
|
|
return YUV(y, u, v);
|
|
}
|
|
};
|
|
|
|
class UYVYReader: public YUV422Reader
|
|
{
|
|
YUV read(const Mat& yuv, int row, int col)
|
|
{
|
|
uchar y = yuv.ptr<Vec2b>(row)[col][1];
|
|
uchar u = yuv.ptr<Vec2b>(row)[(col/2)*2][0];
|
|
uchar v = yuv.ptr<Vec2b>(row)[(col/2)*2 + 1][0];
|
|
|
|
return YUV(y, u, v);
|
|
}
|
|
};
|
|
|
|
class YUY2Reader: public YUV422Reader
|
|
{
|
|
YUV read(const Mat& yuv, int row, int col)
|
|
{
|
|
uchar y = yuv.ptr<Vec2b>(row)[col][0];
|
|
uchar u = yuv.ptr<Vec2b>(row)[(col/2)*2][1];
|
|
uchar v = yuv.ptr<Vec2b>(row)[(col/2)*2 + 1][1];
|
|
|
|
return YUV(y, u, v);
|
|
}
|
|
};
|
|
|
|
class YVYUReader: public YUV422Reader
|
|
{
|
|
YUV read(const Mat& yuv, int row, int col)
|
|
{
|
|
uchar y = yuv.ptr<Vec2b>(row)[col][0];
|
|
uchar u = yuv.ptr<Vec2b>(row)[(col/2)*2 + 1][1];
|
|
uchar v = yuv.ptr<Vec2b>(row)[(col/2)*2][1];
|
|
|
|
return YUV(y, u, v);
|
|
}
|
|
};
|
|
|
|
class YUV888Reader : public YUVreader
|
|
{
|
|
YUV read(const Mat& yuv, int row, int col)
|
|
{
|
|
return yuv.at<YUV>(row, col);
|
|
}
|
|
|
|
int channels() { return 3; }
|
|
Size size(Size imgSize) { return imgSize; }
|
|
bool requiresEvenHeight() { return false; }
|
|
bool requiresEvenWidth() { return false; }
|
|
};
|
|
|
|
class RGB888Reader : public RGBreader
|
|
{
|
|
RGB read(const Mat& rgb, int row, int col)
|
|
{
|
|
return rgb.at<RGB>(row, col);
|
|
}
|
|
|
|
int channels() { return 3; }
|
|
};
|
|
|
|
class BGR888Reader : public RGBreader
|
|
{
|
|
RGB read(const Mat& rgb, int row, int col)
|
|
{
|
|
RGB tmp = rgb.at<RGB>(row, col);
|
|
return RGB(tmp[2], tmp[1], tmp[0]);
|
|
}
|
|
|
|
int channels() { return 3; }
|
|
};
|
|
|
|
class RGBA8888Reader : public RGBreader
|
|
{
|
|
RGB read(const Mat& rgb, int row, int col)
|
|
{
|
|
Vec4b rgba = rgb.at<Vec4b>(row, col);
|
|
return RGB(rgba[0], rgba[1], rgba[2]);
|
|
}
|
|
|
|
int channels() { return 4; }
|
|
};
|
|
|
|
class BGRA8888Reader : public RGBreader
|
|
{
|
|
RGB read(const Mat& rgb, int row, int col)
|
|
{
|
|
Vec4b rgba = rgb.at<Vec4b>(row, col);
|
|
return RGB(rgba[2], rgba[1], rgba[0]);
|
|
}
|
|
|
|
int channels() { return 4; }
|
|
};
|
|
|
|
class YUV2RGB_Converter
|
|
{
|
|
public:
|
|
RGB convert(YUV yuv)
|
|
{
|
|
int y = std::max(0, yuv[0] - 16);
|
|
int u = yuv[1] - 128;
|
|
int v = yuv[2] - 128;
|
|
uchar r = saturate_cast<uchar>(1.164f * y + 1.596f * v);
|
|
uchar g = saturate_cast<uchar>(1.164f * y - 0.813f * v - 0.391f * u);
|
|
uchar b = saturate_cast<uchar>(1.164f * y + 2.018f * u);
|
|
|
|
return RGB(r, g, b);
|
|
}
|
|
};
|
|
|
|
class YUV2GRAY_Converter
|
|
{
|
|
public:
|
|
uchar convert(YUV yuv)
|
|
{
|
|
return yuv[0];
|
|
}
|
|
};
|
|
|
|
class RGB2YUV_Converter
|
|
{
|
|
public:
|
|
YUV convert(RGB rgb)
|
|
{
|
|
int r = rgb[0];
|
|
int g = rgb[1];
|
|
int b = rgb[2];
|
|
|
|
uchar y = saturate_cast<uchar>((int)( 0.257f*r + 0.504f*g + 0.098f*b + 0.5f) + 16);
|
|
uchar u = saturate_cast<uchar>((int)(-0.148f*r - 0.291f*g + 0.439f*b + 0.5f) + 128);
|
|
uchar v = saturate_cast<uchar>((int)( 0.439f*r - 0.368f*g - 0.071f*b + 0.5f) + 128);
|
|
|
|
return YUV(y, u, v);
|
|
}
|
|
};
|
|
|
|
class RGB2YUV422_Converter
|
|
{
|
|
public:
|
|
YUV convert(RGB rgb1, RGB rgb2, int idx)
|
|
{
|
|
int r1 = rgb1[0];
|
|
int g1 = rgb1[1];
|
|
int b1 = rgb1[2];
|
|
|
|
int r2 = rgb2[0];
|
|
int g2 = rgb2[1];
|
|
int b2 = rgb2[2];
|
|
|
|
// Coefficients below based on ITU.BT-601, ISBN 1-878707-09-4 (https://fourcc.org/fccyvrgb.php)
|
|
// The conversion coefficients for RGB to YUV422 are based on the ones for RGB to YUV.
|
|
// For both Y components, the coefficients are applied as given in the link to each input RGB pixel
|
|
// separately. For U and V, they are reduced by half to account for two RGB pixels contributing
|
|
// to the same U and V values. In other words, the U and V contributions from the two RGB pixels
|
|
// are averaged. The integer versions are obtained by multiplying the float versions by 16384
|
|
// and rounding to the nearest integer.
|
|
|
|
uchar y1 = saturate_cast<uchar>((int)( 0.257f*r1 + 0.504f*g1 + 0.098f*b1 + 16));
|
|
uchar y2 = saturate_cast<uchar>((int)( 0.257f*r2 + 0.504f*g2 + 0.098f*b2 + 16));
|
|
uchar u = saturate_cast<uchar>((int)(-0.074f*(r1+r2) - 0.1455f*(g1+g2) + 0.2195f*(b1+b2) + 128));
|
|
uchar v = saturate_cast<uchar>((int)( 0.2195f*(r1+r2) - 0.184f*(g1+g2) - 0.0355f*(b1+b2) + 128));
|
|
|
|
return YUV((idx==0)?y1:y2, u, v);
|
|
}
|
|
};
|
|
|
|
YUVreader* YUVreader::getReader(int code)
|
|
{
|
|
switch(code)
|
|
{
|
|
case COLOR_YUV2RGB_NV12:
|
|
case COLOR_YUV2BGR_NV12:
|
|
case COLOR_YUV2RGBA_NV12:
|
|
case COLOR_YUV2BGRA_NV12:
|
|
return new NV12Reader();
|
|
case COLOR_YUV2RGB_NV21:
|
|
case COLOR_YUV2BGR_NV21:
|
|
case COLOR_YUV2RGBA_NV21:
|
|
case COLOR_YUV2BGRA_NV21:
|
|
return new NV21Reader();
|
|
case COLOR_YUV2RGB_YV12:
|
|
case COLOR_YUV2BGR_YV12:
|
|
case COLOR_YUV2RGBA_YV12:
|
|
case COLOR_YUV2BGRA_YV12:
|
|
return new YV12Reader();
|
|
case COLOR_YUV2RGB_IYUV:
|
|
case COLOR_YUV2BGR_IYUV:
|
|
case COLOR_YUV2RGBA_IYUV:
|
|
case COLOR_YUV2BGRA_IYUV:
|
|
return new IYUVReader();
|
|
case COLOR_YUV2RGB_UYVY:
|
|
case COLOR_YUV2BGR_UYVY:
|
|
case COLOR_YUV2RGBA_UYVY:
|
|
case COLOR_YUV2BGRA_UYVY:
|
|
return new UYVYReader();
|
|
//case COLOR_YUV2RGB_VYUY = 109,
|
|
//case COLOR_YUV2BGR_VYUY = 110,
|
|
//case COLOR_YUV2RGBA_VYUY = 113,
|
|
//case COLOR_YUV2BGRA_VYUY = 114,
|
|
// return ??
|
|
case COLOR_YUV2RGB_YUY2:
|
|
case COLOR_YUV2BGR_YUY2:
|
|
case COLOR_YUV2RGBA_YUY2:
|
|
case COLOR_YUV2BGRA_YUY2:
|
|
return new YUY2Reader();
|
|
case COLOR_YUV2RGB_YVYU:
|
|
case COLOR_YUV2BGR_YVYU:
|
|
case COLOR_YUV2RGBA_YVYU:
|
|
case COLOR_YUV2BGRA_YVYU:
|
|
return new YVYUReader();
|
|
case COLOR_YUV2GRAY_420:
|
|
return new NV21Reader();
|
|
case COLOR_YUV2GRAY_UYVY:
|
|
return new UYVYReader();
|
|
case COLOR_YUV2GRAY_YUY2:
|
|
return new YUY2Reader();
|
|
case COLOR_YUV2BGR:
|
|
case COLOR_YUV2RGB:
|
|
return new YUV888Reader();
|
|
default:
|
|
return 0;
|
|
}
|
|
}
|
|
|
|
RGBreader* RGBreader::getReader(int code)
|
|
{
|
|
switch(code)
|
|
{
|
|
case COLOR_RGB2YUV_YV12:
|
|
case COLOR_RGB2YUV_I420:
|
|
case COLOR_RGB2YUV_UYVY:
|
|
case COLOR_RGB2YUV_YUY2:
|
|
case COLOR_RGB2YUV_YVYU:
|
|
return new RGB888Reader();
|
|
case COLOR_BGR2YUV_YV12:
|
|
case COLOR_BGR2YUV_I420:
|
|
case COLOR_BGR2YUV_UYVY:
|
|
case COLOR_BGR2YUV_YUY2:
|
|
case COLOR_BGR2YUV_YVYU:
|
|
return new BGR888Reader();
|
|
case COLOR_RGBA2YUV_I420:
|
|
case COLOR_RGBA2YUV_YV12:
|
|
case COLOR_RGBA2YUV_UYVY:
|
|
case COLOR_RGBA2YUV_YUY2:
|
|
case COLOR_RGBA2YUV_YVYU:
|
|
return new RGBA8888Reader();
|
|
case COLOR_BGRA2YUV_YV12:
|
|
case COLOR_BGRA2YUV_I420:
|
|
case COLOR_BGRA2YUV_UYVY:
|
|
case COLOR_BGRA2YUV_YUY2:
|
|
case COLOR_BGRA2YUV_YVYU:
|
|
return new BGRA8888Reader();
|
|
default:
|
|
return 0;
|
|
};
|
|
}
|
|
|
|
RGBwriter* RGBwriter::getWriter(int code)
|
|
{
|
|
switch(code)
|
|
{
|
|
case COLOR_YUV2RGB_NV12:
|
|
case COLOR_YUV2RGB_NV21:
|
|
case COLOR_YUV2RGB_YV12:
|
|
case COLOR_YUV2RGB_IYUV:
|
|
case COLOR_YUV2RGB_UYVY:
|
|
//case COLOR_YUV2RGB_VYUY:
|
|
case COLOR_YUV2RGB_YUY2:
|
|
case COLOR_YUV2RGB_YVYU:
|
|
case COLOR_YUV2RGB:
|
|
return new RGB888Writer();
|
|
case COLOR_YUV2BGR_NV12:
|
|
case COLOR_YUV2BGR_NV21:
|
|
case COLOR_YUV2BGR_YV12:
|
|
case COLOR_YUV2BGR_IYUV:
|
|
case COLOR_YUV2BGR_UYVY:
|
|
//case COLOR_YUV2BGR_VYUY:
|
|
case COLOR_YUV2BGR_YUY2:
|
|
case COLOR_YUV2BGR_YVYU:
|
|
case COLOR_YUV2BGR:
|
|
return new BGR888Writer();
|
|
case COLOR_YUV2RGBA_NV12:
|
|
case COLOR_YUV2RGBA_NV21:
|
|
case COLOR_YUV2RGBA_YV12:
|
|
case COLOR_YUV2RGBA_IYUV:
|
|
case COLOR_YUV2RGBA_UYVY:
|
|
//case COLOR_YUV2RGBA_VYUY:
|
|
case COLOR_YUV2RGBA_YUY2:
|
|
case COLOR_YUV2RGBA_YVYU:
|
|
return new RGBA8888Writer();
|
|
case COLOR_YUV2BGRA_NV12:
|
|
case COLOR_YUV2BGRA_NV21:
|
|
case COLOR_YUV2BGRA_YV12:
|
|
case COLOR_YUV2BGRA_IYUV:
|
|
case COLOR_YUV2BGRA_UYVY:
|
|
//case COLOR_YUV2BGRA_VYUY:
|
|
case COLOR_YUV2BGRA_YUY2:
|
|
case COLOR_YUV2BGRA_YVYU:
|
|
return new BGRA8888Writer();
|
|
default:
|
|
return 0;
|
|
};
|
|
}
|
|
|
|
GRAYwriter* GRAYwriter::getWriter(int code)
|
|
{
|
|
switch(code)
|
|
{
|
|
case COLOR_YUV2GRAY_420:
|
|
case COLOR_YUV2GRAY_UYVY:
|
|
case COLOR_YUV2GRAY_YUY2:
|
|
return new GRAYwriter();
|
|
default:
|
|
return 0;
|
|
}
|
|
}
|
|
|
|
YUVwriter* YUVwriter::getWriter(int code)
|
|
{
|
|
switch(code)
|
|
{
|
|
case COLOR_RGB2YUV_YV12:
|
|
case COLOR_BGR2YUV_YV12:
|
|
case COLOR_RGBA2YUV_YV12:
|
|
case COLOR_BGRA2YUV_YV12:
|
|
return new YV12Writer();
|
|
case COLOR_RGB2YUV_UYVY:
|
|
case COLOR_BGR2YUV_UYVY:
|
|
case COLOR_RGBA2YUV_UYVY:
|
|
case COLOR_BGRA2YUV_UYVY:
|
|
return new UYVYWriter();
|
|
case COLOR_RGB2YUV_YUY2:
|
|
case COLOR_BGR2YUV_YUY2:
|
|
case COLOR_RGBA2YUV_YUY2:
|
|
case COLOR_BGRA2YUV_YUY2:
|
|
return new YUY2Writer();
|
|
case COLOR_RGB2YUV_YVYU:
|
|
case COLOR_BGR2YUV_YVYU:
|
|
case COLOR_RGBA2YUV_YVYU:
|
|
case COLOR_BGRA2YUV_YVYU:
|
|
return new YVYUWriter();
|
|
case COLOR_RGB2YUV_I420:
|
|
case COLOR_BGR2YUV_I420:
|
|
case COLOR_RGBA2YUV_I420:
|
|
case COLOR_BGRA2YUV_I420:
|
|
return new I420Writer();
|
|
default:
|
|
return 0;
|
|
};
|
|
}
|
|
|
|
template<class convertor>
|
|
void referenceYUV2RGB(const Mat& yuv, Mat& rgb, YUVreader* yuvReader, RGBwriter* rgbWriter)
|
|
{
|
|
convertor cvt;
|
|
|
|
for(int row = 0; row < rgb.rows; ++row)
|
|
for(int col = 0; col < rgb.cols; ++col)
|
|
rgbWriter->write(rgb, row, col, cvt.convert(yuvReader->read(yuv, row, col)));
|
|
}
|
|
|
|
template<class convertor>
|
|
void referenceYUV2GRAY(const Mat& yuv, Mat& rgb, YUVreader* yuvReader, GRAYwriter* grayWriter)
|
|
{
|
|
convertor cvt;
|
|
|
|
for(int row = 0; row < rgb.rows; ++row)
|
|
for(int col = 0; col < rgb.cols; ++col)
|
|
grayWriter->write(rgb, row, col, cvt.convert(yuvReader->read(yuv, row, col)));
|
|
}
|
|
|
|
template<class convertor>
|
|
void referenceRGB2YUV(const Mat& rgb, Mat& yuv, RGBreader* rgbReader, YUVwriter* yuvWriter)
|
|
{
|
|
convertor cvt;
|
|
|
|
for(int row = 0; row < rgb.rows; ++row)
|
|
for(int col = 0; col < rgb.cols; ++col)
|
|
yuvWriter->write(yuv, row, col, cvt.convert(rgbReader->read(rgb, row, col)));
|
|
}
|
|
|
|
template<class convertor>
|
|
void referenceRGB2YUV422(const Mat& rgb, Mat& yuv, RGBreader* rgbReader, YUVwriter* yuvWriter)
|
|
{
|
|
convertor cvt;
|
|
|
|
for(int row = 0; row < rgb.rows; ++row)
|
|
{
|
|
for(int col = 0; col < rgb.cols; col+=2)
|
|
{
|
|
yuvWriter->write(yuv, row, col, cvt.convert(rgbReader->read(rgb, row, col), rgbReader->read(rgb, row, col+1), 0));
|
|
yuvWriter->write(yuv, row, col+1, cvt.convert(rgbReader->read(rgb, row, col), rgbReader->read(rgb, row, col+1), 1));
|
|
}
|
|
}
|
|
}
|
|
|
|
struct ConversionYUV
|
|
{
|
|
explicit ConversionYUV( const int code )
|
|
{
|
|
yuvReader_ = YUVreader :: getReader(code);
|
|
yuvWriter_ = YUVwriter :: getWriter(code);
|
|
rgbReader_ = RGBreader :: getReader(code);
|
|
rgbWriter_ = RGBwriter :: getWriter(code);
|
|
grayWriter_ = GRAYwriter:: getWriter(code);
|
|
}
|
|
|
|
~ConversionYUV()
|
|
{
|
|
if (yuvReader_)
|
|
delete yuvReader_;
|
|
|
|
if (yuvWriter_)
|
|
delete yuvWriter_;
|
|
|
|
if (rgbReader_)
|
|
delete rgbReader_;
|
|
|
|
if (rgbWriter_)
|
|
delete rgbWriter_;
|
|
|
|
if (grayWriter_)
|
|
delete grayWriter_;
|
|
}
|
|
|
|
int getDcn()
|
|
{
|
|
return (rgbWriter_ != 0) ? rgbWriter_->channels() : ((grayWriter_ != 0) ? grayWriter_->channels() : yuvWriter_->channels());
|
|
}
|
|
|
|
int getScn()
|
|
{
|
|
return (yuvReader_ != 0) ? yuvReader_->channels() : rgbReader_->channels();
|
|
}
|
|
|
|
Size getSrcSize( const Size& imgSize )
|
|
{
|
|
return (yuvReader_ != 0) ? yuvReader_->size(imgSize) : imgSize;
|
|
}
|
|
|
|
Size getDstSize( const Size& imgSize )
|
|
{
|
|
return (yuvWriter_ != 0) ? yuvWriter_->size(imgSize) : imgSize;
|
|
}
|
|
|
|
bool requiresEvenHeight()
|
|
{
|
|
return (yuvReader_ != 0) ? yuvReader_->requiresEvenHeight() : ((yuvWriter_ != 0) ? yuvWriter_->requiresEvenHeight() : false);
|
|
}
|
|
|
|
bool requiresEvenWidth()
|
|
{
|
|
return (yuvReader_ != 0) ? yuvReader_->requiresEvenWidth() : ((yuvWriter_ != 0) ? yuvWriter_->requiresEvenWidth() : false);
|
|
}
|
|
|
|
YUVreader* yuvReader_;
|
|
YUVwriter* yuvWriter_;
|
|
RGBreader* rgbReader_;
|
|
RGBwriter* rgbWriter_;
|
|
GRAYwriter* grayWriter_;
|
|
};
|
|
|
|
bool is_rgb2yuv422(int code)
|
|
{
|
|
switch (code)
|
|
{
|
|
case COLOR_RGB2YUV_UYVY:
|
|
case COLOR_BGR2YUV_UYVY:
|
|
case COLOR_RGBA2YUV_UYVY:
|
|
case COLOR_BGRA2YUV_UYVY:
|
|
case COLOR_RGB2YUV_YUY2:
|
|
case COLOR_BGR2YUV_YUY2:
|
|
case COLOR_RGBA2YUV_YUY2:
|
|
case COLOR_BGRA2YUV_YUY2:
|
|
case COLOR_RGB2YUV_YVYU:
|
|
case COLOR_BGR2YUV_YVYU:
|
|
case COLOR_RGBA2YUV_YVYU:
|
|
case COLOR_BGRA2YUV_YVYU:
|
|
return true;
|
|
default:
|
|
return false;
|
|
}
|
|
}
|
|
|
|
CV_ENUM(YUVCVTS, COLOR_YUV2RGB_NV12, COLOR_YUV2BGR_NV12, COLOR_YUV2RGB_NV21, COLOR_YUV2BGR_NV21,
|
|
COLOR_YUV2RGBA_NV12, COLOR_YUV2BGRA_NV12, COLOR_YUV2RGBA_NV21, COLOR_YUV2BGRA_NV21,
|
|
COLOR_YUV2RGB_YV12, COLOR_YUV2BGR_YV12, COLOR_YUV2RGB_IYUV, COLOR_YUV2BGR_IYUV,
|
|
COLOR_YUV2RGBA_YV12, COLOR_YUV2BGRA_YV12, COLOR_YUV2RGBA_IYUV, COLOR_YUV2BGRA_IYUV,
|
|
COLOR_YUV2RGB_UYVY, COLOR_YUV2BGR_UYVY, COLOR_YUV2RGBA_UYVY, COLOR_YUV2BGRA_UYVY,
|
|
COLOR_YUV2RGB_YUY2, COLOR_YUV2BGR_YUY2, COLOR_YUV2RGB_YVYU, COLOR_YUV2BGR_YVYU,
|
|
COLOR_YUV2RGBA_YUY2, COLOR_YUV2BGRA_YUY2, COLOR_YUV2RGBA_YVYU, COLOR_YUV2BGRA_YVYU,
|
|
COLOR_YUV2GRAY_420, COLOR_YUV2GRAY_UYVY, COLOR_YUV2GRAY_YUY2,
|
|
COLOR_YUV2BGR, COLOR_YUV2RGB, COLOR_RGB2YUV_YV12, COLOR_BGR2YUV_YV12, COLOR_RGBA2YUV_YV12,
|
|
COLOR_BGRA2YUV_YV12, COLOR_RGB2YUV_I420, COLOR_BGR2YUV_I420, COLOR_RGBA2YUV_I420, COLOR_BGRA2YUV_I420,
|
|
COLOR_RGB2YUV_UYVY, COLOR_BGR2YUV_UYVY, COLOR_RGBA2YUV_UYVY, COLOR_BGRA2YUV_UYVY,
|
|
COLOR_RGB2YUV_YUY2, COLOR_BGR2YUV_YUY2, COLOR_RGB2YUV_YVYU, COLOR_BGR2YUV_YVYU,
|
|
COLOR_RGBA2YUV_YUY2, COLOR_BGRA2YUV_YUY2, COLOR_RGBA2YUV_YVYU, COLOR_BGRA2YUV_YVYU)
|
|
|
|
typedef ::testing::TestWithParam<YUVCVTS> Imgproc_ColorYUV;
|
|
|
|
TEST_P(Imgproc_ColorYUV, accuracy)
|
|
{
|
|
int code = GetParam();
|
|
bool yuv422 = is_rgb2yuv422(code);
|
|
|
|
RNG& random = theRNG();
|
|
|
|
ConversionYUV cvt(code);
|
|
|
|
const int scn = cvt.getScn();
|
|
const int dcn = cvt.getDcn();
|
|
for(int iter = 0; iter < 30; ++iter)
|
|
{
|
|
Size sz(random.uniform(1, 641), random.uniform(1, 481));
|
|
|
|
if(cvt.requiresEvenWidth()) sz.width += sz.width % 2;
|
|
if(cvt.requiresEvenHeight()) sz.height += sz.height % 2;
|
|
|
|
Size srcSize = cvt.getSrcSize(sz);
|
|
Mat src = Mat(srcSize.height, srcSize.width * scn, CV_8UC1).reshape(scn);
|
|
|
|
Size dstSize = cvt.getDstSize(sz);
|
|
Mat dst = Mat(dstSize.height, dstSize.width * dcn, CV_8UC1).reshape(dcn);
|
|
Mat gold(dstSize, CV_8UC(dcn));
|
|
|
|
random.fill(src, RNG::UNIFORM, 0, 256);
|
|
|
|
if(cvt.rgbWriter_)
|
|
referenceYUV2RGB<YUV2RGB_Converter> (src, gold, cvt.yuvReader_, cvt.rgbWriter_);
|
|
else if(cvt.grayWriter_)
|
|
referenceYUV2GRAY<YUV2GRAY_Converter>(src, gold, cvt.yuvReader_, cvt.grayWriter_);
|
|
else if(cvt.yuvWriter_)
|
|
{
|
|
if(!yuv422)
|
|
referenceRGB2YUV<RGB2YUV_Converter> (src, gold, cvt.rgbReader_, cvt.yuvWriter_);
|
|
else
|
|
referenceRGB2YUV422<RGB2YUV422_Converter> (src, gold, cvt.rgbReader_, cvt.yuvWriter_);
|
|
}
|
|
|
|
cv::cvtColor(src, dst, code, -1);
|
|
|
|
EXPECT_EQ(0, countOfDifferencies(gold, dst));
|
|
}
|
|
}
|
|
|
|
TEST_P(Imgproc_ColorYUV, roi_accuracy)
|
|
{
|
|
int code = GetParam();
|
|
bool yuv422 = is_rgb2yuv422(code);
|
|
|
|
RNG& random = theRNG();
|
|
|
|
ConversionYUV cvt(code);
|
|
|
|
const int scn = cvt.getScn();
|
|
const int dcn = cvt.getDcn();
|
|
for(int iter = 0; iter < 30; ++iter)
|
|
{
|
|
Size sz(random.uniform(1, 641), random.uniform(1, 481));
|
|
|
|
if(cvt.requiresEvenWidth()) sz.width += sz.width % 2;
|
|
if(cvt.requiresEvenHeight()) sz.height += sz.height % 2;
|
|
|
|
int roi_offset_top = random.uniform(0, 6);
|
|
int roi_offset_bottom = random.uniform(0, 6);
|
|
int roi_offset_left = random.uniform(0, 6);
|
|
int roi_offset_right = random.uniform(0, 6);
|
|
|
|
Size srcSize = cvt.getSrcSize(sz);
|
|
Mat src_full(srcSize.height + roi_offset_top + roi_offset_bottom, srcSize.width + roi_offset_left + roi_offset_right, CV_8UC(scn));
|
|
|
|
Size dstSize = cvt.getDstSize(sz);
|
|
Mat dst_full(dstSize.height + roi_offset_left + roi_offset_right, dstSize.width + roi_offset_top + roi_offset_bottom, CV_8UC(dcn), Scalar::all(0));
|
|
Mat gold_full(dst_full.size(), CV_8UC(dcn), Scalar::all(0));
|
|
|
|
random.fill(src_full, RNG::UNIFORM, 0, 256);
|
|
|
|
Mat src = src_full(Range(roi_offset_top, roi_offset_top + srcSize.height), Range(roi_offset_left, roi_offset_left + srcSize.width));
|
|
Mat dst = dst_full(Range(roi_offset_left, roi_offset_left + dstSize.height), Range(roi_offset_top, roi_offset_top + dstSize.width));
|
|
Mat gold = gold_full(Range(roi_offset_left, roi_offset_left + dstSize.height), Range(roi_offset_top, roi_offset_top + dstSize.width));
|
|
|
|
if(cvt.rgbWriter_)
|
|
referenceYUV2RGB<YUV2RGB_Converter> (src, gold, cvt.yuvReader_, cvt.rgbWriter_);
|
|
else if(cvt.grayWriter_)
|
|
referenceYUV2GRAY<YUV2GRAY_Converter>(src, gold, cvt.yuvReader_, cvt.grayWriter_);
|
|
else if(cvt.yuvWriter_)
|
|
{
|
|
if(!yuv422)
|
|
referenceRGB2YUV<RGB2YUV_Converter> (src, gold, cvt.rgbReader_, cvt.yuvWriter_);
|
|
else
|
|
referenceRGB2YUV422<RGB2YUV422_Converter> (src, gold, cvt.rgbReader_, cvt.yuvWriter_);
|
|
}
|
|
|
|
cv::cvtColor(src, dst, code, -1);
|
|
|
|
EXPECT_EQ(0, countOfDifferencies(gold_full, dst_full));
|
|
}
|
|
}
|
|
|
|
INSTANTIATE_TEST_CASE_P(cvt420, Imgproc_ColorYUV,
|
|
::testing::Values((int)COLOR_YUV2RGB_NV12, (int)COLOR_YUV2BGR_NV12, (int)COLOR_YUV2RGB_NV21, (int)COLOR_YUV2BGR_NV21,
|
|
(int)COLOR_YUV2RGBA_NV12, (int)COLOR_YUV2BGRA_NV12, (int)COLOR_YUV2RGBA_NV21, (int)COLOR_YUV2BGRA_NV21,
|
|
(int)COLOR_YUV2RGB_YV12, (int)COLOR_YUV2BGR_YV12, (int)COLOR_YUV2RGB_IYUV, (int)COLOR_YUV2BGR_IYUV,
|
|
(int)COLOR_YUV2RGBA_YV12, (int)COLOR_YUV2BGRA_YV12, (int)COLOR_YUV2RGBA_IYUV, (int)COLOR_YUV2BGRA_IYUV,
|
|
(int)COLOR_YUV2GRAY_420, (int)COLOR_RGB2YUV_YV12, (int)COLOR_BGR2YUV_YV12, (int)COLOR_RGBA2YUV_YV12,
|
|
(int)COLOR_BGRA2YUV_YV12, (int)COLOR_RGB2YUV_I420, (int)COLOR_BGR2YUV_I420, (int)COLOR_RGBA2YUV_I420,
|
|
(int)COLOR_BGRA2YUV_I420));
|
|
|
|
INSTANTIATE_TEST_CASE_P(cvt422, Imgproc_ColorYUV,
|
|
::testing::Values((int)COLOR_YUV2RGB_UYVY, (int)COLOR_YUV2BGR_UYVY, (int)COLOR_YUV2RGBA_UYVY, (int)COLOR_YUV2BGRA_UYVY,
|
|
(int)COLOR_YUV2RGB_YUY2, (int)COLOR_YUV2BGR_YUY2, (int)COLOR_YUV2RGB_YVYU, (int)COLOR_YUV2BGR_YVYU,
|
|
(int)COLOR_YUV2RGBA_YUY2, (int)COLOR_YUV2BGRA_YUY2, (int)COLOR_YUV2RGBA_YVYU, (int)COLOR_YUV2BGRA_YVYU,
|
|
(int)COLOR_YUV2GRAY_UYVY, (int)COLOR_YUV2GRAY_YUY2,
|
|
(int)COLOR_RGB2YUV_UYVY, (int)COLOR_BGR2YUV_UYVY, (int)COLOR_RGBA2YUV_UYVY, (int)COLOR_BGRA2YUV_UYVY,
|
|
(int)COLOR_RGB2YUV_YUY2, (int)COLOR_BGR2YUV_YUY2, (int)COLOR_RGB2YUV_YVYU, (int)COLOR_BGR2YUV_YVYU,
|
|
(int)COLOR_RGBA2YUV_YUY2, (int)COLOR_BGRA2YUV_YUY2, (int)COLOR_RGBA2YUV_YVYU, (int)COLOR_BGRA2YUV_YVYU,
|
|
(int)COLOR_RGB2YUV_YUY2));
|
|
|
|
}
|
|
|
|
TEST(cvtColorUYVY, size_issue_21035)
|
|
{
|
|
Mat input = Mat::zeros(1, 1, CV_8UC2);
|
|
Mat output;
|
|
EXPECT_THROW(cv::cvtColor(input, output, cv::COLOR_YUV2BGR_UYVY), cv::Exception);
|
|
}
|
|
|
|
} // namespace
|