Title :
A Fast Rate-Distortion Optimization Algorithm for H.264/AVC
Author :
Zhenyu Wei ; King Ngi Ngan
Author_Institution :
Dept. of Electron. Eng., Chinese Univ. of Hong Kong, China
Abstract :
In H.264/AVC video coding standard, rate distortion optimization (RDO) is a very efficient technique to decide the coding mode of the macroblock and improves the coding performance greatly. But at the same time, RDO introduces a great deal of computation complexity because it needs to do the transform and entropy coding to get accurate distortion and bit-rate to calculate the Lagrange cost. In order to avoid the expensive computational cost, in this paper , a simple and accurate bit estimation model is proposed and used in RDO scheme. Combined with distortion measure method in transform domain and the fast intra mode RDO method, a lot of computation of RDO is reduced. Experimental results prove that our proposed fast RDO algorithm can reduce about 60% total encoding time and save about 76% computation time of RDO module with little degradation in coding performance.
Keywords :
computational complexity; entropy codes; error statistics; optimisation; rate distortion theory; video coding; H.264-AVC video coding standard; Lagrange cost; bit estimation model; computation complexity; entropy coding; rate-distortion optimization algorithm; Automatic voltage control; Computational efficiency; Costs; Degradation; Distortion measurement; Encoding; Entropy coding; Lagrangian functions; Rate-distortion; Video coding; H.264/AVC; bit estimation; rate-distortion;
Conference_Titel :
Acoustics, Speech and Signal Processing, 2007. ICASSP 2007. IEEE International Conference on
Conference_Location :
Honolulu, HI
Print_ISBN :
1-4244-0727-3
DOI :
10.1109/ICASSP.2007.366118