Calibration of a Hyper-Spectral Imaging System Using a Low-Cost Reference

被引:27
|
作者
Shaikh, Muhammad Saad [1 ]
Jaferzadeh, Keyvan [1 ,2 ]
Thornberg, Benny [1 ]
Casselgren, Johan [3 ]
机构
[1] Mid Sweden Univ, Dept Elect Design, S-85170 Sundsvall, Sweden
[2] Concordia Univ, Dept Comp Sci & Software Engn, Montreal, PQ H3G 1M8, Canada
[3] Lulea Univ Technol, Dept Engn Sci & Math, S-97187 Lulea, Sweden
关键词
hyperspectral imaging; push-broom camera; winter road conditions; calibration; teflon; spectralon; PTFE; dark current; InGaAs;
D O I
10.3390/s21113738
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
In this paper, we present a hyper-spectral imaging system and practical calibration procedure using a low-cost calibration reference made of polytetrafluoroethylene. The imaging system includes a hyperspectral camera and an active source of illumination with a variable spectral distribution of intensity. The calibration reference is used to measure the relative reflectance of any material surface independent of the spectral distribution of light and camera sensitivity. Winter road conditions are taken as a test application, and several spectral images of snow, icy asphalt, dry asphalt, and wet asphalt were made at different exposure times using different illumination spectra. Graphs showing measured relative reflectance for different road conditions support the conclusion that measurements are independent of illumination. Principal component analysis of the acquired spectral data for road conditions shows well separated data clusters, demonstrating the system's suitability for material classification.
引用
收藏
页数:19
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