Title :
Stereo image coding using dynamic template-matching prediction
Author :
Lucas, Luís F R ; Rodrigues, Nuno M M ; Silva, Eduardo A B da ; De Faria, Sérgio M M
Author_Institution :
Inst. de Telecomun., Univ. Fed. do Rio de Janeiro, Rio de Janeiro, Brazil
Abstract :
Template matching (TM) has been originally proposed as a texture synthesis tool. However, it has been successfully exploited for spatial and inter-frame prediction in video coding. In this paper we investigate the use of TM prediction for stereo image coding. In order to efficiently encode stereo images, the TM algorithm was optimized for stereo disparity prediction. Additionally, we have used the state-of-the-art pattern matching based algorithm, the Multidimensional Multiscale Parser (MMP), to encode images predicted with the proposed scheme. Experimental results of the developed stereo image encoder show that TM is able to efficiently exploit the redundancy between stereo views. The use of the new prediction method with MMP also achieves important coding gains over the state-of-the-art transform based H.264/AVC standard, for stereo image coding.
Keywords :
pattern matching; stereo image processing; video coding; dynamic template-matching prediction; pattern matching based algorithm; stereo disparity prediction; stereo image coding; texture synthesis tool; video coding; Decoding; Heuristic algorithms; Image coding; Pattern matching; Pixel; Prediction algorithms; Shape; Inter Prediction; Recurrent Pattern Matching; Stereo Image coding; Template Matching;
Conference_Titel :
EUROCON - International Conference on Computer as a Tool (EUROCON), 2011 IEEE
Conference_Location :
Lisbon
Print_ISBN :
978-1-4244-7486-8
DOI :
10.1109/EUROCON.2011.5929292