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Survey of underwater image enhancement and restoration algorithms

Wei Guoyizhe
Chen Siyao
Liu Yutao
Li Xiu
Tsinghua Shenzhen International Graduate School, Shenzhen Guangdong 518055, China

Abstract

Underwater imaging is affected by light scattering and absorption, water impurities, artificial light source and other factors, which leads to poor imaging quality. The enhancement and restoration of underwater images are of great significance to enhance the machine vision in underwater environment. In order to help researchers quickly grasp the research framework and tools in the field of underwater image processing, this paper reviewed the underwater image enhancement and restoration methods. First, this paper introduced the degradation types of underwater images. Then, it reviewed the classical methods and the latest progress of underwater image enhancement and recovery, and presented a brief overview of underwater image evaluation system and datasets. Finally, it prospected the research direction on underwater image enhancement and restoration.

Foundation Support

国家自然科学基金资助项目(41876098)
中国博士后科学基金资助项目(2019M650686)
国家重点研发计划资助项目(2020AAA0108303)
深圳市科创委资助项目(JCY20200109143041798)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2020.11.0545
Publish at: Application Research of Computers Printed Article, Vol. 38, 2021 No. 9
Section: Survey
Pages: 2561-2569,2589
Serial Number: 1001-3695(2021)09-001-2561-09

Publish History

[2021-09-05] Printed Article

Cite This Article

魏郭依哲, 陈思遥, 刘玉涛, 等. 水下图像增强和修复算法综述 [J]. 计算机应用研究, 2021, 38 (9): 2561-2569,2589. (Wei Guoyizhe, Chen Siyao, Liu Yutao, et al. Survey of underwater image enhancement and restoration algorithms [J]. Application Research of Computers, 2021, 38 (9): 2561-2569,2589. )

About the Journal

  • Application Research of Computers Monthly Journal
  • Journal ID ISSN 1001-3695
    CN  51-1196/TP

Application Research of Computers, founded in 1984, is an academic journal of computing technology sponsored by Sichuan Institute of Computer Sciences under the Science and Technology Department of Sichuan Province.

Aiming at the urgently needed cutting-edge technology in this discipline, Application Research of Computers reflects the mainstream technology, hot technology and the latest development trend of computer application research at home and abroad in a timely manner. The main contents of the journal include high-level academic papers in this discipline, the latest scientific research results and major application results. The contents of the columns involve new theories of computer discipline, basic computer theory, algorithm theory research, algorithm design and analysis, blockchain technology, system software and software engineering technology, pattern recognition and artificial intelligence, architecture, advanced computing, parallel processing, database technology, computer network and communication technology, information security technology, computer image graphics and its latest hot application technology.

Application Research of Computers has many high-level readers and authors, and its readers are mainly senior and middle-level researchers and engineers engaged in the field of computer science, as well as teachers and students majoring in computer science and related majors in colleges and universities. Over the years, the total citation frequency and Web download rate of Application Research of Computers have been ranked among the top of similar academic journals in this discipline, and the academic papers published are highly popular among the readers for their novelty, academics, foresight, orientation and practicality.


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