JOURNAL ARTICLE

Image Colorization Based on Color Transfer and Propagation

YE Mao-qiaoSUN ShaoyuanGU XiaojingXIA RujingYE Maoqiao

Year: 2010 Journal:   Journal of Image and Graphics Vol: 15 (2)Pages: 200-200   Publisher: University of Portsmouth

Abstract

The color uniformity is one of the important problems that haven't been solved with the color transferring technique yet.Some traditional methods of the color transferring between images are based on the pixels matching.These methods can't ensure that the color of the colorized image feels well.In other words,it means that the color of some pixels is distinct from the color of their neighbors in the colorized target images.This paper presents an image colorization method based on color transfer and propagation.First,it obtains a part-colored image from transferring color to the grayscale image using traditional technique in the lαβ color space.Then it makes the local colors be automatically propagated to produce a fully colorized image.In experiments,the color of the colorized images obtained is very good and the results demonstrate the practicality of this method.

Keywords:
Artificial intelligence Computer vision Grayscale Computer science Pixel Color image Colored Image (mathematics) Color balance Matching (statistics) Color space Color histogram Transfer (computing) Image processing Mathematics Materials science

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Citation History

Topics

Image Enhancement Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
Generative Adversarial Networks and Image Synthesis
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
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