How to deal with RGB to YUV conversion

Question

The formula says:

Y = 0.299 * R + 0.587 * G + 0.114 * B;

U = -0.14713 * R - 0.28886 * G + 0.436 * B;

V = 0.615 * R - 0.51499 * G - 0.10001 * B;


        

Answer 1

You can convert RGB<->YUV in OpenCV with cvtColor using the code CV_YCrCb2RGB for YUV->RGB and CV_RGBYCrCb for RGB->YUV.

void cvCvtColor(const CvArr* src, CvArr* dst, int code)

Converts an image from one color space to another.

Answer 2

Y, U and V are all allowed to be negative when represented by decimals, according to the YUV color plane.

Answer 3

for planar formats OpenCV is not the right tool for the job. Instead you are better off using ffmpeg. for example

static void rgbToYuv(byte* src, byte* dst, int width,int height)
{

    byte* src_planes[3] = {src,src + width*height, src+ (width*height*3/2)};
    int src_stride[3] = {width, width / 2, width / 2};
    byte* dest_planes[3] = {dst,NULL,NULL};
    int dest_stride[3] = {width*4,0,0};
    struct SwsContext *img_convert_ctx = sws_getContext(
        width,height,
        PIX_FMT_YUV420P,width,height,PIX_FMT_RGB32,SWS_POINT,NULL,NULL,NULL);
        sws_scale(img_convert_ctx, src_planes,src_stride,0,height,dest_planes,dest_stride); 
    sws_freeContext(img_convert_ctx);
}

will convert a YUV420 image to RGB32