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

Authors
Lee, Jong-HyeokLee, Young-WoonJun, DongsanKim, Byung-Gyu
Issue Date
Mar-2020
Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
Keywords
Color artifact; HDR/WCG; HEVC; perceptual artifact; quality improvement; video compression; adaptive QP control mechanism
Citation
IEEE ACCESS, v.8, pp 64099 - 64111
Pages
13
Journal Title
IEEE ACCESS
Volume
8
Start Page
64099
End Page
64111
URI
https://scholarworks.sookmyung.ac.kr/handle/2020.sw.sookmyung/2489
DOI
10.1109/ACCESS.2020.2984012
ISSN
2169-3536
Abstract
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.
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공과대학 (인공지능공학부)
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