• Laser & Optoelectronics Progress
  • Vol. 59, Issue 12, 1233001 (2022)
Fangbin Wang1、2、3、*, Xu Jin1、2, Darong Zhu1、2、3, Ziliang Hu1、2, Sheng Tang1、2, and Jingfa Lei1、2、3
Author Affiliations
  • 1School of Mechanical and Electrical Engineering, Anhui Jianzhu University, Hefei 230601, Anhui , China
  • 2Key Laboratory of Construction Machinery Fault Diagnosis and Early Warning Technology, Anhui Jianzhu University, Hefei 230601, Anhui , China
  • 3Key Laboratory of Intelligent Manufacturing of Construction Machinery, Hefei 230601, Anhui , China
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    DOI: 10.3788/LOP202259.1233001 Cite this Article Set citation alerts
    Fangbin Wang, Xu Jin, Darong Zhu, Ziliang Hu, Sheng Tang, Jingfa Lei. Infrared Polarized Face Recognition Based on RGB Color Space[J]. Laser & Optoelectronics Progress, 2022, 59(12): 1233001 Copy Citation Text show less
    Flow chart of RGB color space fusion
    Fig. 1. Flow chart of RGB color space fusion
    Flow chart of HOG-SVM face recognition
    Fig. 2. Flow chart of HOG-SVM face recognition
    Experimental equipment and scene. (a) Equipment; (b) scene
    Fig. 3. Experimental equipment and scene. (a) Equipment; (b) scene
    Different polarization azimuth images and Stokes parameter images obtained by analysis
    Fig. 4. Different polarization azimuth images and Stokes parameter images obtained by analysis
    RGB image
    Fig. 5. RGB image
    Quantitative analysis. (a) Original images; (b) structural similarity images; (c) DoG edge detection images
    Fig. 6. Quantitative analysis. (a) Original images; (b) structural similarity images; (c) DoG edge detection images
    HOG feature map
    Fig. 7. HOG feature map
    ParameterIQUDOPRGB imageVisible image
    Entropy /(bit·pixel-16.2145.8026.1063.5976.7777.334
    SSIM0.7120.7170.7010.4780.7431
    Table 1. SSIM and entropy of different images
    ParameterIQUDOPRGB image
    Recognition rate /%51.640.837.948.975.6
    Table 2. Recognition rate of infrared polarized face image
    Fangbin Wang, Xu Jin, Darong Zhu, Ziliang Hu, Sheng Tang, Jingfa Lei. Infrared Polarized Face Recognition Based on RGB Color Space[J]. Laser & Optoelectronics Progress, 2022, 59(12): 1233001
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