DocumentCode :
3026870
Title :
An new method for image inpainting using wavelets
Author :
Wang, Faniu ; Liang, Dong ; Wang, Nian ; Cheng, Zhiyou ; Tang, Jun
Author_Institution :
Dept. of Electron. Sci. & Technol., Anhui Univ., Hefei, China
fYear :
2011
fDate :
26-28 July 2011
Firstpage :
201
Lastpage :
204
Abstract :
In this paper, we present a new technique for image inpainting using wavelets. Firstly the damaged area is roughly resorted by the fast marching inpainting method in spatial domain. Then the image is projected onto the wavelet domain, the wavelet coefficient corresponding to the damaged block is revalued based upon the known coefficient of its neighborhood in detail subband, while the wavelet approximation is restored by fast marching inpainting method. An inverse wavelet transform is carried out to get an image in spatial domain. This procedure is repeated in several times and the image is projected onto wavelet domain and spatial domain alternately with being applied suitable constraints in each domain. The method iteratively converges to an image with the damaged area being restored. Our experimental results show that the resulting restored area is homogeneous with its surrounding and the inpainting speed is quite fast.
Keywords :
approximation theory; image processing; wavelet transforms; fast marching inpainting method; image inpainting method; inverse wavelet transform; spatial domain; wavelet approximation; wavelet coefficient; wavelet domain; Frequency domain analysis; Image restoration; Maintenance engineering; Wavelet coefficients; Wavelet domain; fast marching method; inpainting; wavelet transform;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Multimedia Technology (ICMT), 2011 International Conference on
Conference_Location :
Hangzhou
Print_ISBN :
978-1-61284-771-9
Type :
conf
DOI :
10.1109/ICMT.2011.6001898
Filename :
6001898
Link To Document :
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