DocumentCode
1272062
Title
An efficient computation-constrained block-based motion estimation algorithm for low bit rate video coding
Author
Gallant, Michael ; Côté, Guy ; Kossentini, Faouzi
Author_Institution
Dept. of Electr. & Comput. Eng., British Columbia Univ., Vancouver, BC, Canada
Volume
8
Issue
12
fYear
1999
fDate
12/1/1999 12:00:00 AM
Firstpage
1816
Lastpage
1823
Abstract
We present an efficient computation constrained block-based motion vector estimation algorithm for low bit rate video coding that yields good tradeoffs between motion estimation distortion and number of computations. A reliable predictor determines the search origin, localizing the search process. An efficient search pattern exploits structural constraints within the motion field. A flexible cost measure used to terminate the search allows simultaneous control of the motion estimation distortion and the computational cost. Experimental results demonstrate the viability of the proposed algorithm in low bit rate video coding applications. The resulting low bit rate video encoder yields essentially the same levels of rate-distortion performance and subjective quality achieved by the UBC H.263+ video coding reference software. However, the proposed motion estimation algorithm provides substantially higher encoding speed as well as graceful computational degradation capabilities
Keywords
computational complexity; motion estimation; prediction theory; rate distortion theory; search problems; video coding; UBC H.263+ video coding reference software; block-based motion vector estimation; computational cost; efficient computation-constrained algorithm; efficient search pattern; encoding speed; experimental results; flexible cost measure; low bit rate video coding; motion estimation distortion; motion field; predictor; rate-distortion performance; search origin; structural constraints; subjective quality; video encoder; Application software; Bit rate; Computational efficiency; Costs; Distortion measurement; Motion control; Motion estimation; Motion measurement; Video coding; Yield estimation;
fLanguage
English
Journal_Title
Image Processing, IEEE Transactions on
Publisher
ieee
ISSN
1057-7149
Type
jour
DOI
10.1109/83.806627
Filename
806627
Link To Document