DocumentCode
3051776
Title
Code performance improvement scheme for X264 based on SSIM
Author
Weilin Wu ; Xingming Zhang
Author_Institution
Dept. of Comput. Sci., South China Univ. of Technol., Guangzhou, China
fYear
2012
fDate
21-23 Sept. 2012
Firstpage
396
Lastpage
400
Abstract
X264 takes objective metric as distortion criteria to perform Rate Distortion Optimization (RDO)-based mode decision, which cannot acquire optimal subjective quality. This paper applies Structural Similarity (SSIM) based subjective distortion to RDO-based inter mode decision in X264 video coding, and puts forward a method of adaptive analysis of Lagrange multipliers to measure the relation of rate and SSIM in macro-block level. We also take motion vector of macro-block into account and apply methods of information theory, combined with the uncertainty of visual speed perception, to make further improvements of lagrange multiplier. Our experiments show that this correct solution gets a better subjective rate-distortion performance and subjective image quality.
Keywords
rate distortion theory; video coding; Lagrange multipliers; RDO-based inter mode decision; X264 video coding; adaptive analysis; code performance improvement scheme; image quality; information theory; lagrange multiplier; rate distortion optimization; structural similarity; Bit rate; Distortion measurement; Encoding; Optimization; Rate-distortion; Vectors; Visualization; Lagrange multiplier; Rate-distortion optimization; Structural similarity; X264 coding;
fLanguage
English
Publisher
ieee
Conference_Titel
Network Infrastructure and Digital Content (IC-NIDC), 2012 3rd IEEE International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4673-2201-0
Type
conf
DOI
10.1109/ICNIDC.2012.6418782
Filename
6418782
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