Title :
Towards practical Wyner-Ziv coding of video
Author :
Aaron, Anne ; Setton, Eric ; Girod, Bemd
Author_Institution :
Dept. of Electr. Eng., Stanford Univ., CA, USA
Abstract :
In 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) achieves similar efficiency. We report results on a Wyner-Ziv coding scheme for motion video that uses intraframe encoding, but interframe decoding. In the proposed system, key frames are compressed by a conventional intraframe codec and in-between frames are encoded using a Wyner-Ziv intraframe coder. The decoder uses previously reconstructed frames to generate side information for interframe decoding of the Wyner-Ziv frames.
Keywords :
data compression; decoding; image reconstruction; video codecs; video coding; Wyner-Ziv coding; asymmetric video codec; interframe video compression systems; intraframe encoding; motion video; predictive coding; source coding; Cameras; Decoding; Encoding; Information systems; Laboratories; Motion estimation; Predictive coding; Source coding; Video codecs; Video compression;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1247383