Title :
Motion compensated refinement for low complexity pixel based distributed video coding
Author :
Ascenso, João ; Brites, Catarina ; Pereira, Fernando
Author_Institution :
Inst. Superior de Engenharia de Lisboa, Inst. de Telecomunicacoes, Lisboa, Portugal
Abstract :
Distributed video coding (DVC) is a new coding paradigm that enables to exploit video statistics, partially or totally at the decoder. A particular case of DVC, Wyner-Ziv coding, deals with lossy source coding with side information at the decoder and allows a shift of complexity from the encoder to the decoder, theoretically without any penalty in the coding efficiency. The Wyner-Ziv solution here described encodes each video frame independently (intraframe coding), but decodes the same frame conditionally (interframe decoding). At the decoder, and compensation tools are responsible to obtain an accurate interpolation of the original frame using previously decoded (temporally adjacent) frames. This paper proposes a novel approach to improve the performance of pixel domain Wyner-Ziv video coding by using a motion compensated refinement of the decoded frame and use it as improved side information. More precisely, upon partial decoding of each frame, the decoder refines its motion trajectories in order to achieve a better reconstruction of the decoded frame.
Keywords :
computational complexity; decoding; motion compensation; motion estimation; source coding; video coding; Wyner-Ziv coding; decoded frame; distributed video coding; interframe decoding; intraframe coding; lossy source coding; low complexity pixel; motion compensated refinement; motion estimation; video statistics; Cameras; Interpolation; Iterative decoding; Motion estimation; Statistical distributions; Telecommunications; Video codecs; Video coding; Video surveillance; Wireless sensor networks;
Conference_Titel :
Advanced Video and Signal Based Surveillance, 2005. AVSS 2005. IEEE Conference on
Print_ISBN :
0-7803-9385-6
DOI :
10.1109/AVSS.2005.1577335