Modern video codecs such as H.264/AVC give state-of-the-art compression performance. However, extensive use of optimization tools makes them highly complex and hence not suitable for wireless video sensor network. In this paper an efficient video codec with substantially reduced complexity is proposed. Simulation result shows that the proposed video codec gives comparable compression performance compared to H.264/AVC but at substantially reduced computational complexity.