Title :
Image Completion with Automatic Structure Propagation
Author :
Peipei Pan ; Xin Zheng ; Qingqing Xu ; Ping Guo
Author_Institution :
Image Process. & Pattern Recognition Lab., Beijing Normal Univ., Beijing, China
Abstract :
In this paper, we propose a novel approach for image completion with automatic structure propagation. This method integrates two stages: Firstly, it extends the salient structure lines from the known regions to the unknown by following a local self-similarity assumption on natural images. Then guided by the structure information, it restores the missing region by patch-based texture synthesis. Experiment results demonstrate a better effect of our method than that of the previous patch-based texture synthesis image completion algorithm.
Keywords :
image texture; automatic structure propagation; image completion; local self-similarity assumption; patch-based texture synthesis; salient structure line; Filling; Image edge detection; Image reconstruction; Image resolution; Image restoration; Image segmentation; Sun; image completion; mean shift; structure propagation; texture synthesis;
Conference_Titel :
Computational Intelligence and Security (CIS), 2012 Eighth International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
978-1-4673-4725-9
DOI :
10.1109/CIS.2012.75