Title :
A Unified Approach of Bit-Rate Control for Binary and Gray-Level Shape Sequences Coding
Author :
Chen, Zhenzhong ; Ngan, King Ngi
Author_Institution :
Chinese Univ. of Hong Kong
fDate :
7/1/2007 12:00:00 AM
Abstract :
This paper describes a unified framework of bit-rate control for binary and gray-level shape coding. An exponential rate-distortion model is proposed for binary shape and used in the bit-rate control. An approximation method is applied for finer distortion scale adjustment by adjusting the conversion ratio at the binary alpha block level. Since the gray-level shape is encoded as its support information and the alpha plane information, the rate-quantizer relationship of the alpha plane is modeled. The bit-rate control is then able to adjust the quantizer of the alpha plane for the bit-rate control purpose. The extension for video object (VO) coding is also studied. In this bit-rate control approach, a buffer feedback controller is employed to determine the target bit rates for different sources, i.e., binary shape, gray-level shape, and texture. Accordingly, the distortion scales of different sources are adjusted based on their rate-distortion relationships to maintain a stable encoder buffer. The advantages of the proposed method are demonstrated through various tests for different scenarios. Overall, the algorithm can efficiently encode the shape information and shows a good performance for VO coding.
Keywords :
approximation theory; image sequences; rate distortion theory; video coding; alpha plane information; approximation method; binary alpha block level; binary shape sequences coding; bit-rate control; distortion scale adjustment; exponential rate-distortion model; gray-level shape sequences coding; rate-quantizer relationship; unified framework; video object coding; Adaptive control; Approximation methods; Bit rate; Discrete cosine transforms; Layout; MPEG 4 Standard; Rate-distortion; Shape control; Testing; Video compression; Binary shape; MPEG-4; gray-level shape; rate control; rate-distortion; shape coding;
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
DOI :
10.1109/TCSVT.2007.899604