DocumentCode :
2598054
Title :
Rate-constrained motion estimation algorithm for video coding
Author :
Liu, Lurng-Kuo
Author_Institution :
IBM Thomas J. Watson Res. Center, Yorktown Heights, NY, USA
Volume :
2
fYear :
1997
fDate :
26-29 Oct 1997
Firstpage :
811
Abstract :
We propose a rate-distortion-constrained motion estimation algorithm that leads to improvements in motion-compensated video coding. This is especially true in low bit rate video coding applications such as video conferencing. We introduce the concept of coding efficiency, and the rate-distortion optimization process is formulated as a problem of maximizing coding efficiency. Based on the coding efficiency, the proposed motion estimation algorithm measures the effect of choosing different motion vectors on the overall bit rate and reconstruction distortion. The main advantages of the algorithm are that it employs a more effective measure of performance and it is computationally simple. Our experimental results show that our proposed rate-constrained motion estimation algorithm yields better rate-distortion performance when compared with conventional motion estimation algorithms
Keywords :
motion compensation; motion estimation; optimisation; rate distortion theory; video coding; coding efficiency maximisation; low bit rate coding; motion compensation; motion vectors; overall bit rate; rate-constrained motion estimation algorithm; rate-distortion optimization; reconstruction distortion; video coding; video conferencing; Bit rate; Discrete cosine transforms; Distortion measurement; Motion estimation; Motion measurement; Rate distortion theory; Rate-distortion; Transform coding; Video coding; Video compression; Videoconference;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 1997. Proceedings., International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
0-8186-8183-7
Type :
conf
DOI :
10.1109/ICIP.1997.638620
Filename :
638620
Link To Document :
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