Technology of Graphic & Image
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1570-1573

Adaptive deraining and desnowing algorithm based on matrix completion

Tian Wenyinga
Huang Chengquanb
Ran Longcaia
a. School of Data Science & Information Engineering, b. Engineering Training Center, Guizhou Minzu University, Guiyang 550025, China

Abstract

The traditional methods of deraining and desnowing usually have not considered the parameter adaptive problem. In order to improve the effect of video deraining and desnowing, this paper added an adaptive parameter to the matrix completion model of Kim method, and proposed an adaptive deraining and desnowing algorithm based on matrix completion. Firstly, this paper introduced the main work of Kim method. Secondly, the proposed algorithm added the adaptive parameter to the second term of the classic Kim model. Finally, this paper used various rain and snow videos to verify the validity and superiority of the parameter, and applied the grid-search method to find the parameter with the best rain removal effect. Experimental results show that the added adaptive parameter can effectively remove rain and snow from the videos.

Foundation Support

国家自然科学基金资助项目(61762020,61802082)
贵州民族大学科研基金资助项目(2017YB073)

Publish Information

DOI: 10.19734/j.issn.1001-3695.2018.10.0854
Publish at: Application Research of Computers Printed Article, Vol. 37, 2020 No. 5
Section: Technology of Graphic & Image
Pages: 1570-1573
Serial Number: 1001-3695(2020)05-060-1570-04

Publish History

[2020-05-05] Printed Article

Cite This Article

田文英, 黄成泉, 冉龙才. 基于矩阵补全的自适应去雨雪算法 [J]. 计算机应用研究, 2020, 37 (5): 1570-1573. (Tian Wenying, Huang Chengquan, Ran Longcai. Adaptive deraining and desnowing algorithm based on matrix completion [J]. Application Research of Computers, 2020, 37 (5): 1570-1573. )

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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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