Exemplar-Based Image Inpainting Using Structure Consistent Patch Matching

被引:1
作者
Wang, Haixia [1 ]
Cai, Yifei [2 ]
Liang, Ronghua [1 ]
Li, Xiao-Xin [2 ]
Jiang, Li [2 ]
机构
[1] Zhejiang Univ Technol, Coll Informat Engn, Hangzhou 310023, Zhejiang, Peoples R China
[2] Zhejiang Univ Technol, Coll Comp Sci & Technol, Hangzhou 310023, Zhejiang, Peoples R China
来源
INTELLIGENCE SCIENCE AND BIG DATA ENGINEERING: IMAGE AND VIDEO DATA ENGINEERING, ISCIDE 2015, PT I | 2015年 / 9242卷
关键词
Image inpainting; Exemplar-based; Patch matching; Fast Fourier transform;
D O I
10.1007/978-3-319-23989-7_41
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Image inpainting reconstructs lost or deteriorated parts of images according to the information of surrounding regions. Criminisi has proposed an effective exemplar-based inpainting algorithm, which has the advantages of both texture synthesis and diffusion-based inpainting. Yet, it has its own flaws of fast priority dropping and visual inconsistency. In this paper, we propose a space varying updating strategy for the confidence term to improve the filling priority estimation and a structure consistent patch matching to take the difference distribution of source and target patches into account. Experimental results have demonstrated the improvement of our proposed method.
引用
收藏
页码:401 / 410
页数:10
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