Exemplar-Based Image Inpainting Using a Modified Priority Definition

被引:34
作者
Deng, Liang-Jian [1 ]
Huang, Ting-Zhu [1 ]
Zhao, Xi-Le [1 ]
机构
[1] Univ Elect Sci & Technol China, Sch Math Sci, Res Ctr Image & Vis Comp, Chengdu 610054, Sichuan, Peoples R China
关键词
TEXTURE SYNTHESIS; OBJECT REMOVAL; FIELDS;
D O I
10.1371/journal.pone.0141199
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Exemplar-based algorithms are a popular technique for image inpainting. They mainly have two important phases: deciding the filling-in order and selecting good exemplars. Traditional exemplar-based algorithms are to search suitable patches from source regions to fill in the missing parts, but they have to face a problem: improper selection of exemplars. To improve the problem, we introduce an independent strategy through investigating the process of patches propagation in this paper. We first define a new separated priority definition to propagate geometry and then synthesize image textures, aiming to well recover image geometry and textures. In addition, an automatic algorithm is designed to estimate steps for the new separated priority definition. Comparing with some competitive approaches, the new priority definition can recover image geometry and textures well.
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页数:18
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