Research on low illumination shortwave infrared image enhancement algorithm

被引:3
作者
Zhang Rui [1 ,2 ,3 ]
Tang Xin-Yi [2 ,3 ]
Li Zheng [2 ,3 ]
机构
[1] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
[2] Chinese Acad Sci, Shanghai Inst Tech Phys, Shanghai 200083, Peoples R China
[3] Key Lab Infrared Syst Detect & Imaging Technol, Shanghai 200083, Peoples R China
关键词
low illumination; short wave infrared(SWIR); retinex model; image enhancement; noise reduction;
D O I
10.11972/j.issn.1001-9014.2020.06.022
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
In order to expand application of uncooled short wave infrared array detectors for low-light night vision,a research on low-light imaging of short-wave infrared have carried out. This paper proposes a new image enhancement method to suppress image noise,enhance image details and improve image quality. The proposed schemes use 3DNR (3D noise reduction),combine the multi-scale Gaussian differential method with the edge preserving filter to separate the high-frequency information and hidden noise of the image to the maximum extent,and then carry out the adaptive grayscale mapping for the image. The experimental results demonstrate that the proposed algorithm outperforms some state-of-the-art algorithms,and it can achieve outstanding image enhancement performance and suppress the time-domain noise of the image under low-light illumination.
引用
收藏
页码:818 / 824
页数:7
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