Acta Optica Sinica, Volume. 38, Issue 2, 0215003(2018)

Line Tracking Method of Arm Vein Based on Bayesian Theory

Haosheng Gao, Chaoying Tang*, Xiaoteng Chen, and Xiao Yu
Author Affiliations
  • College of Automation Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, Jiangsu 211106, China
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    Figures & Tables(11)
    Determination of initial seed points. (a) NIR image; (b) image after Gabor filtering; (c) grid lines and candidate initial seed points; (d) effective initial seed points
    Dynamic search area of kth iteration
    Partial initial seed points and their corresponding local vessel directions
    Three types of vessel structures. (a) Normal; (b) bifurcation; (c) crossing
    Gaussian model of vessel cross section
    dm1 and dm2 corresponding to normal vessel
    Tracking results. (a) NIR image; (b) image processed with Gabor filter; (c) tracked vessel edge points; (d) edge points of normal vessel; (e) edge points of bifurcation vessel; (f) edge points of crossing vessel
    Comparison of results of three methods. (a) NIR image 1; (b) NIR image 2; (c) image 1 processed with Gabor filter; (d) image 2 processed with Gabor filter; (e) image 1 processed with proposed method; (f) image 2 processed with proposed method; (g) image 1 processed with RLT; (h) image 2 processed with RLT; (i) image 1 processed with LAT; (j) image 2 processed with LAT
    ROC images extracted by three methods. (a) Proposed method; (b) RLT method; (c) LAT method
    Comparison of detection rate of three methods with different SNR. (a) Precision; (b) recall; (c) F-measure
    • Table 1. Comparison of detection rate of three methods

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      Table 1. Comparison of detection rate of three methods

      MethodRprecisionRrecallRF-measure
      Proposed method0.330.360.34
      RLT method0.350.300.32
      LAT method0.090.170.12
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    Haosheng Gao, Chaoying Tang, Xiaoteng Chen, Xiao Yu. Line Tracking Method of Arm Vein Based on Bayesian Theory[J]. Acta Optica Sinica, 2018, 38(2): 0215003

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    Paper Information

    Category: Machine Vision

    Received: Aug. 16, 2017

    Accepted: --

    Published Online: Aug. 30, 2018

    The Author Email: Tang Chaoying (cytang@nuaa.edu.cn)

    DOI:10.3788/AOS201838.0215003

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