Status | 已发表Published |
Title | Just Noticeable Distortion-Based Perceptual Rate Control in HEVC |
Creator | |
Date Issued | 2020 |
Source Publication | IEEE Transactions on Image Processing
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ISSN | 1057-7149 ; 1941-0042 |
Volume | 29Pages: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. |
Keyword | HEVC Human visual perception JND perceptual rate control |
DOI | 10.1109/TIP.2020.3004714 |
URL | View source |
Indexed By | SCIE |
Language | 英语English |
WOS Research Area | Computer Science ; Engineering |
WOS Subject | Computer Science, Artificial Intelligence ; Engineering, Electrical & Electronic |
WOS ID | WOS:000553851400027 |
Citation statistics | |
Document Type | Journal article |
Identifier | http://repository.uic.edu.cn/handle/39GCC9TT/1852 |
Collection | Graduate 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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