DocumentCode :
2003956
Title :
Rate-distortion optimization of parametrized quantization matrix for MPEG-2 encoding
Author :
Lee, Jungwoo
Author_Institution :
Sarnoff Corp., Princeton, NJ, USA
Volume :
2
fYear :
1998
fDate :
4-7 Oct 1998
Firstpage :
383
Abstract :
An optimal frequency domain bit allocation technique is presented. A Lagrange multiplier based approach is used for the rate-distortion optimization of the quantization matrix in MPEG-2 encoding. Since the optimal quantization matrix is heavily dependent on the choice of the quantizer, the quantizer is also jointly optimized in order to alleviate the interaction between the two. The complexity of the algorithm is analyzed, and it is shown to be directly proportional to the number of quantization matrices and quantization scales. Experimental results comparing the new technique with a conventional MPEG-2 encoding are also presented
Keywords :
code standards; computational complexity; data compression; frequency-domain analysis; matrix algebra; optimisation; parallel algorithms; quantisation (signal); rate distortion theory; telecommunication standards; video coding; Lagrange multiplier; MPEG-2 encoding; algorithm complexity; experimental results; optimal frequency domain bit allocation; optimal quantization matrix; parallel algorithm; parametrized quantization matrix; quantization scales; rate-distortion optimization; Algorithm design and analysis; Bit rate; Encoding; Frequency domain analysis; Lagrangian functions; Motion estimation; Quantization; Rate distortion theory; Rate-distortion; Symmetric matrices;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing, 1998. ICIP 98. Proceedings. 1998 International Conference on
Conference_Location :
Chicago, IL
Print_ISBN :
0-8186-8821-1
Type :
conf
DOI :
10.1109/ICIP.1998.723386
Filename :
723386
Link To Document :
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