Title :
A Rate-Distortion Optimization Algorithm for Rate Control in H.264
Author :
Hanli Wang ; Sam Kwong
Author_Institution :
Dept. of Comput. Sci., City Univ. of Hong Kong, China
Abstract :
This paper presents a novel rate-distortion (R-D) joint optimization rate control (RC) algorithm for H.264 encoding. For RC in H.264, one of the most important topics is to model the R-D characteristics accurately. To achieve this, an efficient linear model is proposed to model the distortion-quantization (D-Q) relation. With the proposed linear D-Q model, a closed-form solution is derived to calculate the optimal quantization parameter for encoding each macroblock (MB). The proposed RC algorithm can be applied to both P-frames and B-frames. It is shown by experimental results that the proposed algorithm can control the bit rates accurately with the R-D performance better than that of the RC algorithm JVT-G012 implemented in the H.264 reference software JM9.5.
Keywords :
data compression; optimisation; rate distortion theory; video coding; H.264 reference software JM9.5; distortion-quantization relation; linear model; macroblock encoding; rate control algorithm; rate-distortion optimization algorithm; Bit rate; Encoding; Lagrangian functions; Motion estimation; Quantization; Radio control; Rate-distortion; Software algorithms; Statistics; Video coding; H.264; rate control; rate-distortion optimization; video encoding;
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.2007.366116