Title :
Image inpainting using wavelet-based inter- and intra-scale dependency
Author :
Cho, Dongwook ; Bui, Tien D.
Author_Institution :
Dept. Comput. Sci. & Software Eng., Concordia Univ., Montreal, QC, Canada
Abstract :
Image inpainting or completion is a technique to restore a damaged image. Recently various approaches have been proposed. Wavelet transform has been used for various image analysis problems due to its nice multi-resolution properties and decoupling characteristics. We propose to utilize the advantages of wavelet transforms for image inpainting. Unlike other inpainting algorithms, we can expect better global structure estimation of a damaged region in addition to shape and texture properties.
Keywords :
image resolution; image restoration; image texture; wavelet transforms; damaged image restoration; decoupling characteristics; global structure estimation; image analysis; image inpainting; inter-scale dependency; intra-scale dependency; multiresolution property; shape property; texture property; wavelet transform; Frequency; Humans; Image analysis; Image restoration; Image texture analysis; Interpolation; Mathematical model; Multiresolution analysis; Wavelet analysis; Wavelet transforms;
Conference_Titel :
Pattern Recognition, 2008. ICPR 2008. 19th International Conference on
Conference_Location :
Tampa, FL
Print_ISBN :
978-1-4244-2174-9
Electronic_ISBN :
1051-4651
DOI :
10.1109/ICPR.2008.4761110