DocumentCode :
1537615
Title :
Estimation and mode decision for spatially correlated motion sequences
Author :
Turaga, Deepak S. ; Chen, Tsuhan
Author_Institution :
Dept. of Electr. & Comput. Eng., Carnegie Mellon Univ., Pittsburgh, PA, USA
Volume :
11
Issue :
10
fYear :
2001
fDate :
10/1/2001 12:00:00 AM
Firstpage :
1098
Lastpage :
1107
Abstract :
There are several parts of the video-encoding process that can be optimized for high quality, high compression ratio, and fast encoding speed. We focus on some of these encoder optimization issues. We first study motion estimation, a computationally intensive part of encoding, and propose efficient algorithms based on exploiting spatially correlated motion information. We extend our motion estimation algorithms to find motion vectors for sub-parts of a block, as allowed for in the H.263 and MPEG-4 standards, and propose an efficient two-tier decision strategy for the one-four motion-vector decision. We introduce a new measure of block similarity that can improve the inter-intra mode decision significantly. Furthermore, for certain motion-estimation strategies, this new measure can also improve the bit rate resulting from a better motion estimation. Another issue that we address is the estimation of delta motion vectors in the H.263 and MPEG-4 standards. We have implemented these optimizations in a H.263 framework and the results are encouraging
Keywords :
code standards; correlation methods; data compression; image sequences; motion estimation; optimisation; telecommunication standards; video coding; H.263 standard; MPEG-4 standard; bit rate; block similarity; center-biased search; delta motion vectors; efficient algorithms; encoder optimization; fast encoding speed; high compression ratio; high quality coding; inter-intra mode decision; motion estimation algorithms; motion vectors; noncenter-biased search; one-four motion-vector decision; spatially correlated motion sequences; standard compliant video coding; two-tier decision strategy; video encoding; Bit rate; Cost function; Encoding; Instruments; MPEG 4 Standard; Motion estimation; Motion measurement; Rate distortion theory; Video coding; Video compression;
fLanguage :
English
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
1051-8215
Type :
jour
DOI :
10.1109/76.954496
Filename :
954496
Link To Document :
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