Wyner-Ziv video coding with hash-based motion compensation at the receiver

• Published in: 2004 International Conference on Image Processing Vol. 5; pp. 3097 - 3100 Vol. 5
• Main Authors: Aaron, A., Rane, S., Girod, B.
• Format: Conference Proceeding
• Language: English
• Published: Piscataway NJ IEEE 2004
• Subjects: Applied sciences; Artificial intelligence; Cameras; Computer science; control theory; systems; Decoding; Encoding; Exact sciences and technology; Laboratories; Motion compensation; Pattern recognition. Digital image processing. Computational geometry; Source coding; Video codecs; Video coding; Video compression; Wireless sensor networks; Video coding; Source coding; Similarity; Image processing; Data compression; Video signal; Decoding circuit; Image compression; Delay system; Decoding; Successive frame; Image coding; Codec; Asymmetry; Information source; High efficiency; Predictive coding; Hashing; Motion compensation; Discrete cosine transforms
• ISBN: 0780385543; 9780780385542
• ISSN: 1522-4880
• DOI: 10.1109/ICIP.2004.1421768

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.