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Research of image inpainting algorithm based on image segmentation.

Authors :
Ou, Xianfeng
Yan, Pengcheng
Hu, Wenjing
Wu, Jianhui
Tu, Bing
Guo, Longyuan
Peng, Xin
Zhang, Guoyun
Wang, Peng
Source :
Journal of Computational Methods in Sciences & Engineering. 2018, Vol. 18 Issue 3, p637-644. 8p.
Publication Year :
2018

Abstract

Image inpainting is an effective method to repair damaged image. In this paper, we mainly studied some typical image inpainting models and analyzed these corresponding repair qualities. Firstly, we studied three typical algorithms based on PDE (Partial Differential Equation) model to repair images whose damaged areas are relative small. And then we studied the image inpainting algorithm based on texture synthesis. This kind of inpainting algorithm is suitable for image with large damaged area. Finally, we studied Criminisi inpainting algorithm based on image segmentation in detail, on which we proposed an improved priority formula image repair algorithm, the simulation results indicate that the improved algorithm of this paper showed better performance in repair quality from both subjective and objective aspects. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
14727978
Volume :
18
Issue :
3
Database :
Academic Search Index
Journal :
Journal of Computational Methods in Sciences & Engineering
Publication Type :
Academic Journal
Accession number :
131344762
Full Text :
https://doi.org/10.3233/JCM-180815