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Just Noticeable Distortion-Based Perceptual Rate Control in HEVC.

Authors :
Zhou, Mingliang
Wei, Xuekai
Kwong, Sam
Jia, Weijia
Fang, Bin
Source :
IEEE Transactions on Image Processing; 2020, Vol. 29, p7603-7614, 12p
Publication Year :
2020

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. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
10577149
Volume :
29
Database :
Complementary Index
Journal :
IEEE Transactions on Image Processing
Publication Type :
Academic Journal
Accession number :
170078510
Full Text :
https://doi.org/10.1109/TIP.2020.3004714