DocumentCode
2318461
Title
Fast exemplar-based image inpainting approach
Author
Hui-qin Wang ; Qing Chen ; Cheng-Hsiung Hsieh ; Peng Yu
Author_Institution
Inf. & Control Eng. Coll., Xi´an Univ. of Archit. & Technol., Xi´an, China
Volume
5
fYear
2012
fDate
15-17 July 2012
Firstpage
1743
Lastpage
1747
Abstract
This paper presents a way to improve the computation efficiency of exemplar-based inpainting approach in [4]. Note that the inpainting approach in [4] has computation redundancy in searching optimal patches in source region and updating fill front. A scheme to reduce source region and a modified scheme to update fill front are proposed. With the two schemes, better computation efficiency is expected. Several examples are given to justify the proposed fast inpainting approach and used to compare with the approach in [4]. The results indicate that the proposed approach has better computation efficiency than the approach in [4], as expected. Interesting enough, better visual quality of inpainted images is achieved by the proposed approach as well.
Keywords
computational complexity; image texture; search problems; computation efficiency; computation redundancy; exemplar-based image inpainting approach; exemplar-based inpainting approach; inpainted images; searching optimal patches; source region; updating fill front; visual quality; Abstracts; TV; Exemplar-based Inpainting; Fill Front Update; Image Inpainting; Inpainting Efficiency; Reduced Source Region;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics (ICMLC), 2012 International Conference on
Conference_Location
Xian
ISSN
2160-133X
Print_ISBN
978-1-4673-1484-8
Type
conf
DOI
10.1109/ICMLC.2012.6359638
Filename
6359638
Link To Document