Robust object removal with an exemplar-based image inpainting approach
Wang, Jing1,4; Lu, Ke1; Pan, Daru1; He, Ning2; Bao, Bing-kun3
2014-01-10
发表期刊NEUROCOMPUTING
卷号123页码:150-155
文章类型Article
摘要Object removal can be accomplished by an image inpainting process which obtains a visually plausible image interpolation of an occluded or damaged region. There are two key components in an exemplar-based image inpainting approach: computing filling priority of patches in the missing region and searching for the best matching patch. In this paper, we present a robust exemplar-based method. In the improved model, a regularized factor is introduced to adjust the patch priority function. A modified sum of squared differences (SSD) and normalized cross correlation (NCC) are combined to search for the best matching patch. We evaluate the proposed method by applying it to real-life photos and testing the removal of large objects. The results demonstrate the effectiveness of the approach. (C) 2013 Published by Elsevier B.V.
关键词Object Removal Image Inpainting Exemplar Filling Priority Similarity
WOS标题词Science & Technology ; Technology
收录类别SCI
语种英语
WOS研究方向Computer Science
WOS类目Computer Science, Artificial Intelligence
WOS记录号WOS:000326909600016
引用统计
文献类型期刊论文
条目标识符http://ir.ia.ac.cn/handle/173211/8070
专题模式识别国家重点实验室_多媒体计算与图形学
作者单位1.Chinese Acad Sci, Grad Univ, Coll Comp & Commun Engn, Beijing 100049, Peoples R China
2.Beijing Union Univ, Sch Informat, Beijing 100101, Peoples R China
3.Chinese Acad Sci, Inst Automat, Beijing 100049, Peoples R China
4.Henan Polytech Univ, Coll Comp Sci & Technol, Jiaozuo 454000, Peoples R China
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Wang, Jing,Lu, Ke,Pan, Daru,et al. Robust object removal with an exemplar-based image inpainting approach[J]. NEUROCOMPUTING,2014,123:150-155.
APA Wang, Jing,Lu, Ke,Pan, Daru,He, Ning,&Bao, Bing-kun.(2014).Robust object removal with an exemplar-based image inpainting approach.NEUROCOMPUTING,123,150-155.
MLA Wang, Jing,et al."Robust object removal with an exemplar-based image inpainting approach".NEUROCOMPUTING 123(2014):150-155.
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