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
fDate :
12/1/1999 12:00:00 AM
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;
Journal_Title :
Image Processing, IEEE Transactions on