Title :
A new real-time pattern selection algorithm for very low bit-rate video coding focusing on moving regions
Author :
Paul, Manoranjan ; Murshed, Manzur ; Dooley, Laurence
Author_Institution :
Gippsland Sch. of Comput. and Inf. Technol., Monash Univ., Clayton, Vic., Australia
Abstract :
Very low bit-rate video coding, using regular shaped patterns to focus on moving regions in macroblocks, has gained significant attention. This paper presents a new real-time pattern selection (RTPS) algorithm using a large codebook of thirty two patterns. The algorithm uses a relevance measurement for all the patterns and a moving region, to eliminate a large number of irrelevant patterns prior to the actual best likelihood pattern selection procedure. Both theoretically and empirically it is proven that not only is the computational complexity of the new algorithm comparable to the contemporary algorithm that use a pattern codebook size of only eight patterns but also the new algorithm reduces the bit-rate significantly, while maintaining comparable subjective quality.
Keywords :
computational complexity; image representation; motion estimation; real-time systems; video coding; bit-rate video coding focusing; computational complexity; likelihood pattern selection procedure; pattern codebook; real-time pattern selection algorithm; regular shaped patterns; Australia; Code standards; Computational complexity; Greedy algorithms; Image quality; Image segmentation; MPEG 4 Standard; Motion estimation; PSNR; Video coding;
Conference_Titel :
Multimedia and Expo, 2003. ICME '03. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7965-9
DOI :
10.1109/ICME.2003.1221280