DocumentCode
433065
Title
Optimum bit allocation for FGS video coding
Author
Xie, Jun ; Chia, Liang-Tien ; Lee, Bu-Sung
Author_Institution
Center for Multimedia & Network Technol., Nanyang Technol. Univ., Singapore
Volume
4
fYear
2004
fDate
24-27 Oct. 2004
Firstpage
2295
Abstract
This paper proposes a new bit allocation scheme for fine-granular-scalability (FGS) video coding, through which we can achieve better video quality. Different from traditional rate-distortion (R-D) optimization schemes, we consider the characteristics of the bit-plane (BF) coding method. To be specific, we first find the approximate linear relationship between the bit rate of the FGS-layer and the percentage of nonzero binary-scaled coefficients (NZBC) in each BF; second, with mathematical justification, we derive an optimal strategy by analyzing the overall distortion with respect to NZBC. Finally, we perform our optimum bit allocation (OBA) on a FGS coder. Experimental results prove that our scheme can achieve smooth video quality with a higher average PSNR gain compared with uniform bit allocation (UBA). And for certain frames with lower PSNR, it has a gain of up to 3 dB. It is highly source-independent and more robust compared with previous bit allocation schemes.
Keywords
optimisation; rate distortion theory; video coding; FGS video coding; NZBC; OBA; bit-plane coding method; fine-granular-scalability; nonzero binary-scaled coefficient; optimum bit allocation; rate-distortion optimization scheme; Bit rate; Computer networks; Discrete cosine transforms; Linear approximation; Optimization methods; PSNR; Performance analysis; Rate-distortion; Robustness; Video coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Image Processing, 2004. ICIP '04. 2004 International Conference on
ISSN
1522-4880
Print_ISBN
0-7803-8554-3
Type
conf
DOI
10.1109/ICIP.2004.1421557
Filename
1421557
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