DocumentCode
2545978
Title
Towards rate-distortion tradeoff in real-time color video coding
Author
Chen, Zhenzhong ; Ngan, King Ngi
Author_Institution
Dept. of Electron. Eng., Chinese Univ. of Hong Kong, New Territories
fYear
2006
fDate
21-24 May 2006
Abstract
In this paper, we address to the key problem in real-time video coding, the rate-distortion tradeoff. We found that the distribution of the integer transform coefficients in H.264 color video coding can be approximated by Laplacian distribution but the rate-distortion characteristics should be modelled for the luminance and chrominance components separately. So we propose separable rate-distortion models for color video coding. The feedback from the encoder buffer is analyzed by a control-theoretic adaptation approach. To achieve smooth video quality and satisfy the delay constraints in real-time applications, a novel rate distortion tradeoff controller is employed. Simulations results demonstrate that the proposed approach can achieve smooth video quality without sacrificing overall quality while efficiently utilize the bandwidth without buffer overflow or underflow
Keywords
Laplace equations; adaptive control; rate distortion theory; real-time systems; video coding; H.264 color video coding; Laplacian distribution; buffer overflow; buffer underflow; chrominance components; control-theoretic adaptation; delay constraints; encoder buffer; luminance components; rate-distortion tradeoff; real-time video coding; smooth video quality; Bit rate; Delay; Discrete transforms; Feedback; Laplace equations; Rate-distortion; Video coding; Video compression; Video sequences; Videoconference;
fLanguage
English
Publisher
ieee
Conference_Titel
Circuits and Systems, 2006. ISCAS 2006. Proceedings. 2006 IEEE International Symposium on
Conference_Location
Island of Kos
Print_ISBN
0-7803-9389-9
Type
conf
DOI
10.1109/ISCAS.2006.1693381
Filename
1693381
Link To Document