Title :
Wyner-Ziv video coding with hash-based motion compensation at the receiver
Author :
Aaron, Anne ; Rane, Shantanu ; Girod, Bernd
Author_Institution :
Dept. of Electr. Eng., Stanford Univ., CA, USA
Abstract :
In the current interframe video compression systems, the encoder performs predictive coding to exploit the similarities of successive frames. The Wyner-Ziv theorem on source coding with side information available only at the decoder suggests that an asymmetric video codec, where individual frames are encoded separately, but decoded conditionally (given temporally adjacent frames) could achieve similar efficiency. In the previous work we propose a Wyner-Ziv coding scheme for motion video that uses intraframe encoding instead of interframe decoding. In this paper we improve on our Wyner-Ziv video codec by sending hash codewords of the current frame to aid the decoder in accurately estimating the motion. This allows us to implement a low-delay system where only the previous reconstructed frame is used to generate the side information of a current frame. Simulation results show significant gains above conventional DCT-based intraframe coding. The Wyner-Ziv video codec with hash-based motion compensation at the receiver enables low-complexity encoding while achieving high compression efficiency.
Keywords :
computational complexity; decoding; delay systems; discrete cosine transforms; image reconstruction; motion compensation; motion estimation; source coding; video codecs; video coding; Wyner-Ziv video coding scheme; encoding complexity; hash-based motion compensation; image compression; image reconstruction; interframe decoding; interframe video compression systems; intraframe encoding; low-delay system; motion estimation; predictive coding; source coding; video codec; Cameras; Decoding; Encoding; Laboratories; Motion compensation; Source coding; Video codecs; Video coding; Video compression; Wireless sensor networks;
Conference_Titel :
Image Processing, 2004. ICIP '04. 2004 International Conference on
Print_ISBN :
0-7803-8554-3
DOI :
10.1109/ICIP.2004.1421768