Title :
On the Rate Control in Video Coding: Algorithms and Experiments
Author :
Chen, Shurong ; Xu, Kaiyu
Author_Institution :
Inf. Eng. Coll., Shanghai Maritime Univ., Shanghai, China
Abstract :
This paper presents novel algorithms for optimal bit allocation and uniform rate control in video coding. By introducing an important factor of the frame picture in the group of pictures (GOP), the bit allocation is formulated as a convex programming problem, and is efficiently solved by designed algorithm which combines Lagrangian method and boundary linear search method (L-BLS). Then, an efficient rate control scheme is proposed and is also simulated and verified in the MPEG2 video coding. Experimental results show that the proposed scheme can achieve a better picture quality, namely, PSTN reached average 1.1db improvement than the Test Model5 (TM5) under the same target bits rate and mismatch error.
Keywords :
convex programming; image matching; search problems; video coding; GOP; L-BLS algorithm; Lagrangian method; MPEG2 video coding algorithm; PSTN; boundary linear search method; convex programming problem; group-of-pictures quality; mismatch error; optimal bit allocation; target bit rate; uniform rate control scheme; Algorithm design and analysis; Bit rate; Context modeling; Encoding; Mathematical model; Nonlinear distortion; Optimal control; Quantization; Testing; Video coding; L-BLS algorithm; bit allocation; rate control; source model; video coding;
Conference_Titel :
Information Engineering, 2009. ICIE '09. WASE International Conference on
Conference_Location :
Taiyuan, Shanxi
Print_ISBN :
978-0-7695-3679-8
DOI :
10.1109/ICIE.2009.206