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
相关论文
共 50 条
  • [21] Retrieval of spectral response functions for the hyper-spectral sensor of HISUI (Hyper-spectral Imager SUIte) by means of onboard calibration sources
    Tatsumi, Kenji
    Ohgi, Nagamitsu
    Harada, Hisashi
    Kawanishi, Toneo
    Sakuma, Fumihiro
    Inada, Hitomi
    Kawashima, Takahiro
    Iwasaki, Akira
    [J]. SENSORS, SYSTEMS, AND NEXT-GENERATION SATELLITES XV, 2011, 8176
  • [22] Hyper-spectral imaging with volume holographic lenses
    Sun, WY
    Tian, KH
    Barbastathis, G
    [J]. 2005 Conference on Lasers & Electro-Optics (CLEO), Vols 1-3, 2005, : 2336 - 2338
  • [23] Radiometric calibration of hyper-spectral imaging spectrometer based on optimizing multi-spectral band selection
    孙立微
    叶新
    方伟
    何振磊
    衣小龙
    王玉鹏
    [J]. Optoelectronics Letters, 2017, 13 (06) : 405 - 408
  • [24] Radiometric calibration of hyper-spectral imaging spectrometer based on optimizing multi-spectral band selection
    Sun L.-W.
    Ye X.
    Fang W.
    He Z.-L.
    Yi X.-L.
    Wang Y.-P.
    [J]. Wang, Yu-peng (wangyp@ciomp.ac.cn), 1600, Springer Verlag (13): : 405 - 408
  • [25] Design and experiment of hyper-spectral polarization imaging system based on AOTF
    State Key Laboratory of Pulsed Power Laser Technology, Hefei
    230037, China
    不详
    100191, China
    [J]. Hongwai yu Jiguang Gongcheng Infrared Laser Eng., 1
  • [26] Image Correction and In Situ Spectral Calibration for Low-Cost, Smartphone Hyperspectral Imaging
    Davies, Matthew
    Stuart, Mary B.
    Hobbs, Matthew J.
    McGonigle, Andrew J. S.
    Willmott, Jon R.
    [J]. REMOTE SENSING, 2022, 14 (05)
  • [27] HYPER-SPECTRAL IMAGING OF BIOFILM GROWTH DYNAMICS
    Polerecky, Lubos
    Klatt, Judith M.
    Al-Najjar, Mohammad
    de Beer, Dirk
    [J]. 2009 FIRST WORKSHOP ON HYPERSPECTRAL IMAGE AND SIGNAL PROCESSING: EVOLUTION IN REMOTE SENSING, 2009, : 332 - 335
  • [28] EXTRACTING GRAPHITE SKETCH OF THE MURAL USING HYPER-SPECTRAL IMAGING METHOD
    Han, Xiaomeng
    Hou, Miaole
    Zhu, Guang
    Wu, Yuhua
    Ding, Xinfeng
    [J]. TEHNICKI VJESNIK-TECHNICAL GAZETTE, 2015, 22 (06): : 1567 - 1577
  • [29] Early detection of Fusarium infection in wheat using hyper-spectral imaging
    Bauriegel, E.
    Giebel, A.
    Geyer, M.
    Schmidt, U.
    Herppich, W. B.
    [J]. COMPUTERS AND ELECTRONICS IN AGRICULTURE, 2011, 75 (02) : 304 - 312
  • [30] Parallelized label-free detection of protein interactions using a hyper-spectral imaging system
    Yoshikawa, H.
    Murahashi, M.
    Saito, M.
    Jiang, S.
    Iga, M.
    Tamiya, E.
    [J]. ANALYTICAL METHODS, 2015, 7 (12) : 5157 - 5161