DocumentCode :
774930
Title :
Performance and computational complexity optimization in configurable hybrid video coding system
Author :
Kwon, David Nyeongkyu ; Driessen, Peter F. ; Basso, Andrea ; Agathoklis, Pan
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of Victoria, BC, Canada
Volume :
16
Issue :
1
fYear :
2006
Firstpage :
31
Lastpage :
42
Abstract :
In this paper, a configurable coding scheme is proposed and analyzed with respect to computational complexity and distortion (C-D). The major coding modules are analyzed in terms of computational C-D in the H.263 video coding framework. Based on the analyzed data, operational C-D curves are obtained through an exhaustive search, and the Lagrangian multiplier method. The proposed scheme satisfies the given computational constraint independently of the changing properties of the input video sequence. A technique to adaptively control the optimal encoding mode is also proposed. The performance of the proposed technique is compared with a fixed scheme where parameters are determined by off-line processing. Experimental results demonstrate that the adaptive approach leads to computation reductions of up to 19%, which are obtained with test video sequences and compared to the fixed, while the peak signal-to-noise ratio degradations of the reconstructed video are less than 0.05 dB.
Keywords :
adaptive codes; adaptive control; adaptive signal processing; computational complexity; data compression; image reconstruction; image sequences; optimisation; video coding; Lagrangian multiplier method; adaptive control; computational complexity optimization; configurable hybrid video coding system; off-line processing; reconstructed video; video sequence; Computational complexity; Data analysis; Degradation; Encoding; Lagrangian functions; Optimal control; PSNR; Testing; Video coding; Video sequences; Complexity distortion optimization; Lagrangian relaxation; dynamic programming (DP); hybrid video coding; optimal resource allocation;
fLanguage :
English
Journal_Title :
Circuits and Systems for Video Technology, IEEE Transactions on
Publisher :
ieee
ISSN :
1051-8215
Type :
jour
DOI :
10.1109/TCSVT.2005.858615
Filename :
1564121
Link To Document :
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