SSIM-Motivated Rate-Distortion Optimization for Video Coding

doi:10.1109/TCSVT.2011.2168269

CORC > 北京大学 > 信息科学技术学院

	SSIM-Motivated Rate-Distortion Optimization for Video Coding
	Wang, Shiqi ; Rehman, Abdul ; Wang, Zhou ; Ma, Siwei ; Gao, Wen
刊名	ieee transactions on circuits and systems for video technology
	2012
关键词	H.264/AVC coding Lagrange multiplier rate-distortion optimization reduced-reference image quality assessment structural similarity (SSIM) index VISUAL SPEED PERCEPTION STRUCTURAL SIMILARITY QUALITY ASSESSMENT LAGRANGE MULTIPLIER STATISTICAL-MODEL H.264 DECISION PROFILE IMAGES INDEX
DOI	10.1109/TCSVT.2011.2168269
英文摘要	We propose a rate-distortion optimization (RDO) scheme based on the structural similarity (SSIM) index, which was found to be a better indicator of perceived image quality than mean-squared error, but has not been fully exploited in the context of image and video coding. At the frame level, an adaptive Lagrange multiplier selection method is proposed based on a novel reduced-reference statistical SSIM estimation algorithm and a rate model that combines the side information with the entropy of the transformed residuals. At the macroblock level, the Lagrange multiplier is further adjusted based on an information theoretical approach that takes into account both the motion information content and perceptual uncertainty of visual speed perception. Finally, the mode for H.264/AVC coding is selected by the SSIM index and the adjusted Lagrange multiplier. Extensive experiments show that the proposed scheme can achieve significantly better rate-SSIM performance and provide better visual quality than conventional RDO coding schemes.; http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000302535300003&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=8e1609b174ce4e31116a60747a720701 ; Engineering, Electrical & Electronic; SCI(E); EI; 37; ARTICLE; 4; 516-529; 22
语种	英语
内容类型	期刊论文
源URL	[http://ir.pku.edu.cn/handle/20.500.11897/152493]
专题	信息科学技术学院
推荐引用方式 GB/T 7714	Wang, Shiqi,Rehman, Abdul,Wang, Zhou,et al. SSIM-Motivated Rate-Distortion Optimization for Video Coding[J]. ieee transactions on circuits and systems for video technology,2012.
APA	Wang, Shiqi,Rehman, Abdul,Wang, Zhou,Ma, Siwei,&Gao, Wen.(2012).SSIM-Motivated Rate-Distortion Optimization for Video Coding.ieee transactions on circuits and systems for video technology.
MLA	Wang, Shiqi,et al."SSIM-Motivated Rate-Distortion Optimization for Video Coding".ieee transactions on circuits and systems for video technology (2012).