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. )

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  • Application Research of Computers Monthly Journal
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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.

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