Title :
Image error-concealment via Block-based Bilateral Filtering
Author :
Zhai, Guangtao ; Cai, Jianfei ; Lin, Weisi ; Yang, Xiaokang ; Zhang, Wenjun
Author_Institution :
Inst. of Image Commun. & Inf. Process., Shanghai Jiao Tong Univ., Shanghai
fDate :
June 23 2008-April 26 2008
Abstract :
We propose to use Block-based Bilateral Filter (BBF), which extends the classical Bilateral Filter (BF) through operating in block-wise manner, to conceal missing image blocks in the application of compressed image transmission over wireless channels. We show that the problem of error-concealment using BBF can be considered as a superset of image denoising using BF. The BBF has the ability to capture the block-level similarity that well matches the need of error-concealment for block based image compression. Simulation results suggest significant visual and PSNR improvements (up to 11 dB) over various classic and state-of-the-art error-concealment algorithms.
Keywords :
data compression; filtering theory; image coding; image denoising; visual communication; wireless channels; block-based bilateral filtering; compressed image transmission; error-concealment algorithms; image blocks; image compression; image denoising; image error-concealment; wireless channels; Computer errors; Image coding; Image communication; Image denoising; Image processing; Information filtering; Information filters; Photometry; Pixel; Smoothing methods; Error concealment; bilateral filtering; block based image processing;
Conference_Titel :
Multimedia and Expo, 2008 IEEE International Conference on
Conference_Location :
Hannover
Print_ISBN :
978-1-4244-2570-9
Electronic_ISBN :
978-1-4244-2571-6
DOI :
10.1109/ICME.2008.4607511