DocumentCode :
1388102
Title :
Interlayer Bit Allocation for Scalable Video Coding
Author :
Peng, Guan-Ju ; Hwang, Wen-Liang ; Chen, Sao-Jie
Author_Institution :
Grad. Inst. of Electron. Eng., Nat. Taiwan Univ., Taipei, Taiwan
Volume :
21
Issue :
5
fYear :
2012
fDate :
5/1/2012 12:00:00 AM
Firstpage :
2592
Lastpage :
2606
Abstract :
In this paper, we present a theoretical analysis of the distortion in multilayer coding structures. Specifically, we analyze the prediction structure used to achieve temporal, spatial, and quality scalability of scalable video coding (SVC) and show that the average peak signal-to-noise ratio (PSNR) of SVC is a weighted combination of the bit rates assigned to all the streams. Our analysis utilizes the end user´s preference for certain resolutions. We also propose a rate-distortion (R-D) optimization algorithm and compare its performance with that of a state-of-the-art scalable bit allocation algorithm. The reported experiment results demonstrate that the R-D algorithm significantly outperforms the compared approach in terms of the average PSNR.
Keywords :
optimisation; rate distortion theory; video coding; R-D algorithm; average peak signal-to-noise ratio; interlayer bit allocation; multilayer coding structure distortion; prediction structure analysis; rate-distortion optimization algorithm; scalable video coding; Bit rate; Encoding; Equations; Mathematical model; PSNR; Spatial resolution; Static VAr compensators; H.264/SVC; rate allocation; scalable video coding (SVC); Algorithms; Artifacts; Image Enhancement; Image Interpretation, Computer-Assisted; Information Storage and Retrieval; Pattern Recognition, Automated; Photography; Reproducibility of Results; Sensitivity and Specificity; Signal Processing, Computer-Assisted; Video Recording;
fLanguage :
English
Journal_Title :
Image Processing, IEEE Transactions on
Publisher :
ieee
ISSN :
1057-7149
Type :
jour
DOI :
10.1109/TIP.2011.2177990
Filename :
6094211
Link To Document :
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