Title :
Sequential Error Concealment for Video/Images by Weighted Template Matching
Author :
Koloda, Jan ; Ostergaard, Jacob ; Jensen, Soren Holdt ; Peinado, Antonio M. ; Sanchez, Victoria
Author_Institution :
Dept. Signal Theor., Telematics & Commun., Univ. de Granada, Granada, Spain
Abstract :
In this paper we propose a novel spatial error concealment algorithm for video and images based on convex optimization. Block-based coding schemes in packet loss environment are considered. Missing macro blocks are sequentially reconstructed by filling them with a weighted set of templates extracted from the available neighbourhood. Moreover, a fast approximation of the optimization method is proposed. The technique produces high quality reconstructions that outperforms the state-of-the-art algorithms both in terms of PSNR and MS-SSIM.
Keywords :
block codes; convex programming; image matching; video coding; MS-SSIM; PSNR; block-based coding; convex optimization; image coding; packet loss environment; sequential error concealment; video coding; weighted template matching; Approximation algorithms; Convex functions; Correlation; Image edge detection; Image reconstruction; Reliability; Vectors; Error concealment; block-coded video/images; convex optimization;
Conference_Titel :
Data Compression Conference (DCC), 2012
Conference_Location :
Snowbird, UT
Print_ISBN :
978-1-4673-0715-4
DOI :
10.1109/DCC.2012.24