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Status已发表Published
TitleJust Noticeable Distortion-Based Perceptual Rate Control in HEVC
Creator
Date Issued2020
Source PublicationIEEE Transactions on Image Processing
ISSN1057-7149 ; 1941-0042
Volume29Pages:7603-7614
Abstract

In this paper, we propose a just noticeable distortion (JND)-based perceptual rate control method for high efficiency video coding (HEVC). First, the JND factor of a coding unit has been mathematically shown to be an approximation of the average pixel-level JND weight, which means that it can also be used as a weight for bitrate allocation. Second, rate-distortion (R-D) modelling is conducted based on the JND factor. Finally, the proposed R-D model is integrated into an existing rate control framework to improve the coding efficiency, and the proposed algorithm is implemented in the newest video coding standard. As the experimental results reveal, compared with HEVC reference software, our algorithm achieves significantly improved coding performance, subjective coding quality and bitrate accuracy. © 1992-2012 IEEE.

KeywordHEVC Human visual perception JND perceptual rate control
DOI10.1109/TIP.2020.3004714
URLView source
Indexed BySCIE
Language英语English
WOS Research AreaComputer Science ; Engineering
WOS SubjectComputer Science, Artificial Intelligence ; Engineering, Electrical & Electronic
WOS IDWOS:000553851400027
Citation statistics
Cited Times:38[WOS]   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
Identifierhttp://repository.uic.edu.cn/handle/39GCC9TT/1852
CollectionGraduate School
Affiliation
1.School of Computer Science, Chongqing University, Chongqing, China
2.Department of Computer Science, City University of Hong Kong, Hong Kong, China
3.BNU-UIC Joint AI Research Institute, Beijing Normal University UIC, Zhuhai, China
Recommended Citation
GB/T 7714
Zhou, Mingliang,Wei, Xuekai,Kwong, Samet al. Just Noticeable Distortion-Based Perceptual Rate Control in HEVC[J]. IEEE Transactions on Image Processing, 2020, 29: 7603-7614.
APA Zhou, Mingliang, Wei, Xuekai, Kwong, Sam, Jia, Weijia, & Fang, Bin. (2020). Just Noticeable Distortion-Based Perceptual Rate Control in HEVC. IEEE Transactions on Image Processing, 29, 7603-7614.
MLA Zhou, Mingliang,et al."Just Noticeable Distortion-Based Perceptual Rate Control in HEVC". IEEE Transactions on Image Processing 29(2020): 7603-7614.
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