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Non-local Recoloring Algorithm for Color Vision Deficiencies with Naturalness and Detail Preserving

  • Yunlu Wang
  • , Duo Li
  • , Menghan Hu*
  • , Liming Cai
  • *此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

摘要

People with Color Vision Deficiencies (CVD) may have difficulty in recognizing and communicating color information, especially in the multimedia era. In this paper, we proposed a recoloring algorithm to enhance visual perception of people with CVD. In the algorithm, color modification for color blindness is conducted in HSV color space under three constraints: detail, naturalness and authenticity. A new non-local recoloring method is used for preserving details. Subjective experiments were conducted among normal vision subjects and color blind subjects. Experimental results show that our algorithm is robust, detail preserving and maintains naturalness. (Source codes are freely available to non-commercial users at the website (https://doi.org/10.6084/m9.figshare.9742337.v2)).

源语言英语
主期刊名Digital TV and Wireless Multimedia Communication - 16th International Forum, IFTC 2019, Revised Selected Papers
编辑Guangtao Zhai, Jun Zhou, Hua Yang, Ping An, Xiaokang Yang
出版商Springer Science and Business Media Deutschland GmbH
23-34
页数12
ISBN(印刷版)9789811533402
DOI
出版状态已出版 - 2020
活动16th International Forum on Digital TV and Wireless Multimedia Communication, IFTC 2019 - Shanghai, 中国
期限: 19 9月 201920 9月 2019

出版系列

姓名Communications in Computer and Information Science
1181
ISSN(印刷版)1865-0929
ISSN(电子版)1865-0937

会议

会议16th International Forum on Digital TV and Wireless Multimedia Communication, IFTC 2019
国家/地区中国
Shanghai
时期19/09/1920/09/19

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