Title :
Block matching algorithms in MPEG video coding
Author :
Teixeira, Luís Miguel Lopes ; Alves, Artur P.
Author_Institution :
INESC, Porto, Portugal
Abstract :
Motion estimation is one key point in MPEG video coding allowing the use of desired bitrates in video compression. To obtain a good tradeoff between compression ratio and quality, we need more than just the reduction of the spatial redundancy in the images: the use of techniques to exploit the temporal redundancy existing in image sequences. One of such techniques is the block matching motion estimation algorithm. In this paper different search algorithms are briefly described and compared regarding matching criteria, computational complexity and search window size. Results obtained show that, depending on the type of image, there are algorithms much simpler than the full search algorithm. First results favor the adoption of algorithms designated OSA, LBS and CSA
Keywords :
computational complexity; data compression; image sequences; motion estimation; search problems; video coding; CSA; LBS; MPEG video coding; OSA; block matching algorithms; compression ratio/quality tradeoff; computational complexity; image sequences; matching criteria; motion estimation; search algorithms; search window size; temporal redundancy; video compression; Bit rate; Discrete cosine transforms; IEC standards; Image coding; MPEG standards; Motion compensation; Motion estimation; Transform coding; Video coding; Video compression;
Conference_Titel :
Pattern Recognition, 1996., Proceedings of the 13th International Conference on
Conference_Location :
Vienna
Print_ISBN :
0-8186-7282-X
DOI :
10.1109/ICPR.1996.547305