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SSIM-based rate-distortion optimization in H.264
Dai, Wei1; Au, Oscar C.1; Zhu, Wenjing1; Wan, Pengfei1; Hu, Wei1; Zhou, Jiantao2
2014
Conference Name2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014
Source PublicationICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Pages7343-7347
Conference Date5 4, 2014 - 5 9, 2014
Conference PlaceFlorence, Italy
Author of SourceInstitute of Electrical and Electronics Engineers Inc.
Abstract

In the current video coding standards, rate-distortion optimization (RDO) plays an important role in achieving best tradeoff between the perceived distortion and transmission rate. It is widely used in all kinds of encoder decisions, including block mode decision, motion vector selection and so on. Generally, the sum of absolute difference (SAD) or the sum of square difference (SSD) is used as the distortion measurement. However, it is well known that both of them cannot always reflect the perceptual quality of the encoded video. In this paper, an objective quality measurement structural similarity (SSIM) index is proposed as the distortion measurement in the RDO framework for video coding standards. By fully exploiting the relationship between SSIM and mean square error (MSE), the SSIM-based RDO framework can be approximated by the original SSD-based RDO framework with only a scaling of the Lagrange multiplier. Experimental results show that the proposed method outperforms the latest H.264 codec and also the state-of-the-art SSIM-based RDO video codec. © 2014 IEEE.

DOI10.1109/ICASSP.2014.6855026
Indexed BySCI
Language英语
WOS Research AreaAcoustics ; Engineering
WOS SubjectAcoustics ; Engineering, Electrical & Electronic
WOS IDWOS:000343655307076
Fulltext Access
Citation statistics
Document TypeConference paper
CollectionDEPARTMENT OF COMPUTER AND INFORMATION SCIENCE
Affiliation1.Hong Kong University of Science and Technology, Hong Kong;
2.University of Macau, China
Recommended Citation
GB/T 7714
Dai, Wei,Au, Oscar C.,Zhu, Wenjing,et al. SSIM-based rate-distortion optimization in H.264[C]//Institute of Electrical and Electronics Engineers Inc.,2014:7343-7347.
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