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