Chinese Journal of Lasers, Volume. 49, Issue 20, 2007105(2022)

Design and Experiment of Push-Broom Hyperspectral Microscopic Imaging System

Meijie Qi1, Lixin Liu1,2、*, Yanru Li1, Yujie Liu1, Zhoufeng Zhang2, and Junle Qu3
Author Affiliations
  • 1School of Optoelectronic Engineering, Xidian University, Xi’an 710071, Shaanxi, China
  • 2Key Laboratory of Spectral Imaging Technology, Xi’an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, Xi’an 710119, Shaanxi, China
  • 3Key Laboratory of Optoelectronic Devices and Systems of Ministry of Education and Guangdong Province, College of Physics and Optoelectronic Engineering, Shenzhen University, Shenzhen 518060, Guangdong, China
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    Figures & Tables(7)
    Schematic of push-broom HMI system
    Schematics of sample scanning in HMI system. (a)-(d) Start-up phase; (e) steady-state phase; (f)-(h) shutdown phase; (i) scanning result
    Single band scanning images of resolution test panel. (a) When wavelength is 465.5 nm; (b) when wavelength is 905.1 nm
    Interface of HMI data acquisition software
    Interface of HMI data analysis software
    HMI data analysis results of squamous cell carcinoma tissue. (a) Three-dimensional HMI data; (b) spectra at marked points in Fig. 6(a); (c) single band image with wavelength of 700.1 nm; (d) single band image with wavelength of 545.3 nm; (e) single band image with wavelength of 465.5 nm; (f) RGB image
    • Table 1. Staging results of squamous cell carcinoma

      View table

      Table 1. Staging results of squamous cell carcinoma

      Classification modelAccuracyKAPPA value
      ELM95.8%0.937
      SVM94.2%0.913
      DT88.9%0.833
      RF96.4%0.947
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    Meijie Qi, Lixin Liu, Yanru Li, Yujie Liu, Zhoufeng Zhang, Junle Qu. Design and Experiment of Push-Broom Hyperspectral Microscopic Imaging System[J]. Chinese Journal of Lasers, 2022, 49(20): 2007105

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    Paper Information

    Category: Optical Diagnostics and Therapy

    Received: Apr. 13, 2022

    Accepted: Jun. 22, 2022

    Published Online: Aug. 10, 2022

    The Author Email: Liu Lixin (lxliu@xidian.edu.cn)

    DOI:10.3788/CJL202249.2007105

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