Robust Image Cloning with Color Harmonization

Authors

Li Bei, 1. School of Film and TV Arts and Technology, Shanghai University, Shanghai 200072, China;;
Wang Hao, 1. School of Film and TV Arts and Technology, Shanghai University, Shanghai 200072, China;;
Jiajun Yu, 2. School of Computer Engineering and Science, Shanghai University, Shanghai 200072, China;
Zhifeng Xie, 1. School of Film and TV Arts and Technology, Shanghai University, Shanghai 200072, China;;
Youdong Ding, 1. School of Film and TV Arts and Technology, Shanghai University, Shanghai 200072, China;;

Abstract

Abstract: Image cloning has always been an important part of image editing. In general, it can be divided into three methods, based on a component, based on gradient domain, and based on coordinate respectively, but the color discordant and boundary distortion problems have not been well solved. In order to solve the color discordant problem in the method based on mean value coordinate, a method of image cloning was proposed based on local affinity propagation. The affinity considered the location information of pixels, color information, background information comprehensively, thus it could ease the color discordant and reach color harmonization. The affinity function could detect the real boundary of the interested object, which was used to constrain the interpolation on boundary, thus effectively ease the boundary distortion, and make the cloning more robust. The experimental results show that this method can get satisfactory results.

Recommended Citation

Bei, Li; Hao, Wang; Yu, Jiajun; Xie, Zhifeng; and Ding, Youdong (2020) "Robust Image Cloning with Color Harmonization," Journal of System Simulation: Vol. 27: Iss. 4, Article 8.
Available at: https://dc-china-simulation.researchcommons.org/journal/vol27/iss4/8

First Page

723

Revised Date

2014-04-04

DOI Link

https://doi.org/

Last Page

730

CLC

TP391.9

Recommended Citation

Li Bei, Wang Hao, Yu Jiajun, Xie Zhifeng, Ding Youdong. Robust Image Cloning with Color Harmonization[J]. Journal of System Simulation, 2015, 27(4): 723-730.