Title :
Multi-hypothesis motion compensated prediction (MHMCP) for error-resilient visual communication
Author :
Kung, Wei-Ying ; Kim, Chang-Su ; Kuo, C. C Jay
Author_Institution :
Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
Abstract :
A multi-hypothesis motion compensated prediction (MHMCP) algorithm, which predicts a block from a weighted superposition of more than one reference block in the frame buffer, is proposed and analyzed for error resilient visual communication. By combining these reference blocks effectively, MHMCP can enhance the error resilient capability of compressed video as well as achieve a coding gain. In particular, we investigate the error propagation effect in the MHMCP coder and analyze the rate-distortion performance in terms of the hypothesis number and hypothesis coefficients. Simulation results are given to confirm the analysis.
Keywords :
buffer storage; data compression; motion compensation; prediction theory; rate distortion theory; video coding; visual communication; block prediction; compressed video; error resilient visual communication; error-resilient visual communication; frame buffer; hypothesis coefficients; hypothesis number; multi-hypothesis motion compensated prediction; rate-distortion performance; weighted superposition; Analytical models; Buffer storage; Error analysis; Information analysis; Motion analysis; Motion compensation; Performance analysis; Resilience; Video compression; Visual communication;
Conference_Titel :
Intelligent Multimedia, Video and Speech Processing, 2004. Proceedings of 2004 International Symposium on
Print_ISBN :
0-7803-8687-6
DOI :
10.1109/ISIMP.2004.1433996