View Synthesis for Robust Distributed Video Compression in Wireless Camera Networks

We propose a method for delivering error-resilient video from wireless camera networks in a distributed fashion over lossy channels. Our scheme is based on distributed source coding that exploits inter-view correlation among cameras with overlapping views. The main focus in this work is on robustness which is imminently needed in a wireless setting. The proposed approach has low encoding complexity, is robust while satisfying tight latency constraints, and requires no inter-camera communication. Our system is built on and is a multi-camera extension of PRISM[1], an earlier proposed single-camera distributed video compression system. Decoder motion search, a key attribute of single-camera PRISM, is extended to the multi-view setting by using estimated scene depth information when it is available. In particular, dense stereo correspondence and view synthesis are utilized to generate side-information. When combined with decoder motion search, our proposed method can be made insensitive t...

• Type: Conference
• Year: 2007
• Where: ICIP
• Authors: Chuohao Yeo, Jiajun Wang, Kannan Ramchandran
• Keywords: Decoder Motion Search, ICIP 2007, Image Processing, Simulated Wireless Channel, Single-camera Distributed Video, Tight Latency Constraints, Wireless Camera Networks