Colorization in YCbCr color space and its application to JPEG images

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摘要

This paper presents a colorization method in YCbCr color space, which is based on the maximum a posteriori estimation of a color image given a monochrome image as is our previous method in RGB color space. The presented method in YCbCr space is much simpler than that in RGB space and requires much less computation time, while both methods in YCbCr and RGB space produce color images with comparable PSNR values. The proposed colorization in YCbCr is applied to JPEG compressed color images aiming at better recovery of downsampled chrominance planes. Experimental results show that colorization in YCbCr is usually effective for quality improvement of JPEG color images.

论文关键词:Colorization,Monochrome image,MAP estimation,MRF,YCbCr,JPEG

论文评审过程:Received 1 August 2006, Revised 2 April 2007, Accepted 14 April 2007, Available online 3 May 2007.

论文官网地址:https://doi.org/10.1016/j.patcog.2007.04.005