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Recent advances in background light solution methods for underwater image restoration

Xiong Jing
Cao Jianqiu
Zhang Tianchi
School of Information Science & Engineering, Chongqing Jiaotong University, Chongqing 400074, China

Abstract

The special underwater imaging environment makes the image have problems such as blur and color deviation, which brings new challenges to underwater image restoration. Image restoration based on imaging model is one of the typical methods to improve the quality of underwater image. As an important parameter of reverse restoration, background light directly affects the effect of underwater image restoration. At present, there is little literature on the background light solution methods in underwater image restoration. In order to deeply understand the research status and development trend of underwater image restoration, this paper summarized the background light solution methods in underwater image restoration. Firstly, it briefly described the underwater model, then summarized the characteristics of background light and the classification of background light solution methods. With analyzing the principles and characteristics of various typical background light solution methods in detail, it summarized the advantages and disadvantages of various typical methods, and put forward the research prospect.

Foundation Support

国家自然科学基金资助项目(52001039)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2021.10.0468
Publish at: Application Research of Computers Printed Article, Vol. 39, 2022 No. 5
Section: Survey
Pages: 1281-1288
Serial Number: 1001-3695(2022)05-001-1281-08

Publish History

[2021-12-29] Accepted Paper
[2022-05-05] Printed Article

Cite This Article

熊竞, 曹建秋, 张天驰. 水下图像复原中背景光求解方法研究最新进展 [J]. 计算机应用研究, 2022, 39 (5): 1281-1288. (Xiong Jing, Cao Jianqiu, Zhang Tianchi. Recent advances in background light solution methods for underwater image restoration [J]. Application Research of Computers, 2022, 39 (5): 1281-1288. )

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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