All-phase motion compensated prediction in the wavelet domain for high performance video coding

Abstract

This paper presents a novel framework of motion compensated prediction (MCP) techniques in the wavelet domain for high performance video coding. Our analysis reveals fundamental limitations with previous ad-hoc wavelet-based video coders from the motion accuracy point of view. We demonstrate that the phase associated with any wavelet transform carries critical information of the motion accuracy and we propose to restore the motion accuracy by considering the wavelet coefficients of the previous frame with all different phases. Our all-phase MCP approach can be viewed as predicting the wavelet coefficients from an over-complete expansion of the previous frame. Experimental results have shown that restoration of motion accuracy in the wavelet domain can dramatically improve the efficiency of MCP. The video coder (MCP-WT) built upon the MCP of wavelet coefficients has achieved 2 to 3 dB gain over existing the MPEG-2 coder at the bit rate of 1 to 9 Mbps. Moreover, MCP techniques in the wavelet domain offer a promising new ground for developing efficient scalable video coders.