Efficient Color Artifact Removal Algorithm Based on High-Efficiency Video Coding (HEVC) for High-Dynamic Range Video Sequences

被引:8
|
作者
Lee, Jong-Hyeok [1 ]
Lee, Young-Woon [2 ]
Jun, Dongsan [3 ]
Kim, Byung-Gyu [4 ]
机构
[1] PIXTREE Inc, Res & Dev Team, Seoul 08380, South Korea
[2] Sun Moon Univ, Dept Comp & Elect Convergence Engn, Asan 31460, South Korea
[3] Kyungnam Univ, Dept Informat & Commun Engn, Chang Won 51767, South Korea
[4] Sookmyung Womens Univ, Dept IT Engn, Seoul 04310, South Korea
基金
新加坡国家研究基金会;
关键词
Color artifact; HDR/WCG; HEVC; perceptual artifact; quality improvement; video compression; adaptive QP control mechanism; IMAGE QUALITY; VISIBILITY;
D O I
10.1109/ACCESS.2020.2984012
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
High efficiency video coding (HEVC) has been developed rapidly to support new generation display devices and their ultra high definition (UHD) with high dynamic range (HDR) and wide color gamut (WCG). To support HDR/WCG sequences on the HEVC standard, pre-/post-processing technique has been designed. After an HDR video is compressed, a reconstructed frame exhibits chromatic distortions that resemble color smearing. To remove this color artifact, we herein propose a block-level quantization parameter (QP) offset-control-based efficient compression algorithm for the HDR sequence. First, we extract the candidate coding units (CUs) with the annoying area to the human eye based on the just noticeable distortion (JND) model. Subsequently, the chromatic distorted blocks are verified by the activity function as the chromatic artifact is observed at the nearby strong edge. For the verified artifact blocks, we reassign the QPs for the Cb and Cr chroma components. Our experimental results show that the proposed method yields an average gain in BD-rate of 3.3% for U, and 3.4% for V with a negligible bitrate increase of 0.3% on average.
引用
收藏
页码:64099 / 64111
页数:13
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