Title :
Block-Matching Translation and Zoom Motion-Compensated Prediction
Author :
Wong, Ka-Man ; Po, Lai-Man ; Cheung, Kwok-Wai
Author_Institution :
Dept. of Electron. Eng., City Univ. of Hong Kong, Hong Kong, China
fDate :
June 28 2009-July 3 2009
Abstract :
In modern video coding standards, motion compensated prediction (MCP) plays a key role to achieve video compression efficiency. Most of them make use of block matching techniques and assume the motions are pure translational. Attempts toward a more general motion model are usually too complex to be practical in near future. In this paper, a new Block-Matching Translation and Zoom Motion-Compensated Prediction (BTZMP) is proposed to extend the pure translational model to a more general model with zooming. It adopts the camera zooming and object motions that becomes zooming while projected on video frames. Experimental results show that BTZMP can give prediction gain up to 2.25dB for various sequences compared to conventional block-matching MCP. BTZMP can also be incorporated with multiple reference frames technique to give extra improvement, evidentially by the prediction gain ranging from 2.03 to 3.68dB in the empirical simulations.
Keywords :
compensation; data compression; image matching; image motion analysis; image sequences; video coding; block-matching translation; block-matching translation and zoom motion-compensated prediction; image sequences; video coding standards; video compression efficiency; video frames; zoom motion-compensated prediction; Accuracy; Cameras; Computer science; Computer science education; Educational institutions; Motion estimation; Parameter estimation; Predictive models; Video coding; Video compression; Motion Compensated Prediction; Translation and Zoom Motion; Video Coding;
Conference_Titel :
Multimedia and Expo, 2009. ICME 2009. IEEE International Conference on
Conference_Location :
New York, NY
Print_ISBN :
978-1-4244-4290-4
Electronic_ISBN :
1945-7871
DOI :
10.1109/ICME.2009.5202429