Title :
An edge and texture preserving algorithm for video error concealment
Author :
Belfiore, S. ; Grangetto, M. ; Magli, E. ; Olmo, G.
Author_Institution :
Dipt. di Elettronica, Politecnico di Torino, Italy
Abstract :
We present a novel error concealment algorithm for block-based video transmission over error-prone networks. We develop a spatial error concealment technique, which combines edge-preserving interpolation and texture analysis and synthesis, providing a reconstruction of lost macroblocks optimized for visual perception. In particular, the algorithm recovers image edges by coarse-to-fine MAP estimation with a Markov random field prior, and replenishes lost textured areas with a texture synthesized from neighboring macroblocks. Experimental results show that texture synthesis allows achieving improved visual quality of the reconstructed area with respect to other state-of-the-art spatial concealment techniques.
Keywords :
Markov processes; edge detection; image reconstruction; image texture; interpolation; maximum likelihood estimation; video coding; visual communication; Markov random field; block based video transmission; coarse-to-fine MAP estimation; edge preserving interpolation; error prone networks; lost macroblocks reconstruction; maximum a posteriori; neighboring macroblocks; spatial error concealment technique; state-of-the-art spatial concealment; texture analysis; texture synthesis; video error concealment; visual perception; Image reconstruction; Image texture analysis; Interpolation; Markov random fields; Merging; Modems; Multimedia communication; Network synthesis; Radio communication; Telephony;
Conference_Titel :
Multimedia Signal Processing, 2002 IEEE Workshop on
Print_ISBN :
0-7803-7713-3
DOI :
10.1109/MMSP.2002.1203263