A novel rate control scheme for low delay video communication of H.264/AVC standard

被引:150
作者
Liu, Yang [1 ]
Li, Zhengguo G.
Soh, Yeng Chai
机构
[1] Nanyang Technol Univ, Sch Elect & Elect Engn, Ctr Modeling & Control Complex Syst, Singapore 639798, Singapore
[2] Inst Infocomm Res, Media Div, Singapore 119613, Singapore
关键词
bit allocation; buffer regulation; H.264/AVC; linear R-Q model; rate control; switched MAD prediction model;
D O I
10.1109/TCSVT.2006.887081
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper presents a novel rate control scheme for low delay video communication of H.264/AVC standard. A switched mean-absolute-difference (MAD) prediction scheme is introduced to enhance the traditional temporal MAD prediction model, which is not suitable for predicting abrupt MAD fluctuations. Our new model could reduce the MAD prediction error by up to 69%. Furthermore, an accurate linear rate-quantization (R-Q) model is also formulated to describe the relationship between the total amount of bits for both texture and nontexture information and the quantization parameter (QP), so that the negative effect caused by the inaccurate estimation of nontexture bits is removed. By exploring the relationship between peak signal-to-noise ratio and QP value, the proposed linear R-Q model could further optimize QP calculation at the macroblock level. When compared with the rate control scheme JVT-GO12 [1] which is adopted by the latest JVT H.264/AVC reference model JM9.8, the proposed rate control algorithm could reduce the mismatch between actual bits and target ones by up to 75%. To meet the low delay requirement, the buffer is better controlled to prevent overflowing and underflowing. The average luminance PSNR of reconstructed video is increased by up to 1.13 dB at low bit rates, and the subjective video quality is also improved.
引用
收藏
页码:68 / 78
页数:11
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