Graph-based image completion using patch offsets and structure feature

Weiwei Xue; Rong Zhang

doi:10.1117/12.2050040

10 January 2014 Graph-based image completion using patch offsets and structure feature

Weiwei Xue, Rong Zhang

Proceedings Volume 9069, Fifth International Conference on Graphic and Image Processing (ICGIP 2013); 906906 (2014) https://doi.org/10.1117/12.2050040
Event: Fifth International Conference on Graphic and Image Processing, 2013, Hong Kong, China

Abstract

Image completion solves the problem of filling missing region by using the information from the same or another image. It is difficult to maintain a balance between visual plausibility and efficiency among the existing algorithms. In this paper, we first propose a novel graph-based approach combining patch offsets and structure feature to get more coherent completion result. We further put forward creatively using a few dominate offsets with an adaptive mechanism of labels and formulate image completion to be a graph-cut optimization problem. Experiments on a wide variety of images show our method yields better results in various challenging cases than state-of-art methods both on visual impact and efficiency.

Citation Download Citation

Weiwei Xue and Rong Zhang "Graph-based image completion using patch offsets and structure feature", Proc. SPIE 9069, Fifth International Conference on Graphic and Image Processing (ICGIP 2013), 906906 (10 January 2014); https://doi.org/10.1117/12.2050040

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