A Novel Method to Remove Interference Fringes for Hyperspectral SWIR Imagers

被引:1
|
作者
Xu, Yue [1 ,2 ,3 ]
Xie, Shao-Biao [4 ,5 ]
Liang, Jian [6 ]
Sun, De-Xin [1 ,2 ,3 ]
Qi, Nai-Ming [4 ]
Liu, Yin-Nian [1 ,2 ,3 ]
机构
[1] Chinese Acad Sci, Key Lab Infrared Syst Detect & Imaging Technol, Shanghai 200083, Peoples R China
[2] Chinese Acad Sci, Shanghai Inst Tech Phys, Shanghai 200083, Peoples R China
[3] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
[4] Harbin Inst Technol, Sch Astronaut, Harbin 150006, Peoples R China
[5] Shanghai Acad Spaceflight Technol, Shanghai 201109, Peoples R China
[6] Nantong Acad Intelligent Sensing, Nantong 226000, Peoples R China
来源
关键词
Hyperspectral imaging; interference fringes; short-wave infrared (SWIR); CCDS;
D O I
10.1109/TGRS.2020.2981640
中图分类号
P3 [地球物理学]; P59 [地球化学];
学科分类号
0708 ; 070902 ;
摘要
A hyperspectral short-wave infrared (SWIR) imager with a HgCdTe focal plane detector usually suffers from interference fringes in spectral and spatial dimension due to the etalon effect. It can cause a modulation of sensitivity higher than 15% when the spectral resolution is higher than 10 nm. In this article, a two-step method is proposed and evaluated to remove interference fringes for hyperspectral SWIR imagers. First, we extract the spectral data, conduct harmonic decomposition to suppress the fringes in spectral dimension, and calculate the correction coefficients. Second, we optimize the correction coefficients according to the distribution of the interference fringes in spatial dimension. Sample SWIR images acquired from the Advanced Hyperspectral Imager (AHSI) on China's GaoFen-5 satellite are used to evaluate the performance of the algorithm. It shows that the proposed method can well preserve the original spectral pattern and reduce the peakto-peak amplitude of spatial fringing from +/- 15% to +/- 4%. The method is compared with three other previously proposed methods. It turns out that the newly proposed method has strong adaptability, high accuracy, and high efficiency.
引用
收藏
页码:7580 / 7588
页数:9
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