Title :
Improved side information generation for distributed video coding
Author :
Abou-Elailah, A. ; Farah, J. ; Cagnazzo, M. ; Pesquet-Popescu, B. ; Dufaux, F.
Author_Institution :
Signal & Image Process. Dept., TELECOM Paristech, Paris, France
Abstract :
In distributed video coding, the side information is commonly generated by motion-compensated temporal interpolation of the neighboring reference frames at the decoder side. The side information quality has a strong impact on the final rate-distortion performance of the codec. In this paper, we propose a successive refinement after the decoding of each DCT subband to improve the accuracy of motion compensation between reference frames, in order to obtain a new side information estimation closer to the original Wyner-Ziv frame. Here, we propose two different algorithms in the refinement process of the side information. The experimental results show that the proposed techniques allow an improvement in rate-distortion performance that can reach 1.15 dB for GOP size of 2 and 3.2 dB for longer GOP size, with respect to state-of-the-art techniques, for sequences containing high motion.
Keywords :
interpolation; motion estimation; video coding; Wyner-Ziv frame; distributed video coding; information quality; motion compensated temporal interpolation; side information generation improvement; Accuracy; Codecs; Decoding; Discrete cosine transforms; Interpolation; Motion compensation; Silicon; Distributed video coding; motion compensation; motion vectors; rate-distortion (RD); side information refinement;
Conference_Titel :
Visual Information Processing (EUVIP), 2011 3rd European Workshop on
Conference_Location :
Paris
Print_ISBN :
978-1-4577-0072-9
DOI :
10.1109/EuVIP.2011.6045553