• High Power Laser and Particle Beams
  • Vol. 35, Issue 6, 069002 (2023)
Siyu Sun1、2, Hongchang Ding1、2、*, and Guohua Cao1、2
Author Affiliations
  • 1College of Mechanical and Electrical Engineering, Changchun University of Science and Technology, Changchun 130022, China
  • 2Chongqing Research Institute, Changchun University of Science and Technology, Chongqing 401135, China
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    DOI: 10.11884/HPLPB202335.220384 Cite this Article
    Siyu Sun, Hongchang Ding, Guohua Cao. Cat eye target recognition method based on contour matching in night environment[J]. High Power Laser and Particle Beams, 2023, 35(6): 069002 Copy Citation Text show less
    Principle of the “cat's eye” effect
    Fig. 1. Principle of the “cat's eye” effect
    Algorithm flowchart
    Fig. 2. Algorithm flowchart
    Template image
    Fig. 3. Template image
    Original images
    Fig. 4. Original images
    Experimental effect of pretreatment
    Fig. 5. Experimental effect of pretreatment
    Target recognition algorithm effect
    Fig. 6. Target recognition algorithm effect
    Target location result
    Fig. 7. Target location result
    target numbermatched-degreepixel areatarget numbermatched-degreepixel area
    target 00.010698target 110.01318
    target 20.01620target 120.01620
    target 40.00214target 130.00726
    target 60.00214target 160.02014
    target 80.01039target 190.01318
    target 90.00214target 210.01318
    Table 1. Contour matching and area discrimination results
    algorithmnumber of detected correctnessnumber of detected errorsaccuracy rate/%time/ms
    Hough circle transformation473358.751156
    roundness discrimination671383.751613
    template matching532766.25294
    based on Hu moment contour matching74692.5310
    algorithm of this paper74692.5227
    Table 2. Comparison of target recognition algorithms
    imagelocation coordinate
    image (a)(785,982)
    image (b)(706,390)
    image (c)(1005,574)
    image (d)(400,233)
    Table 3. Target location coordinate
    detection number false detection number missing number accuracy/%false positives rate/% false negatives rate/%
    all images1294792.1107
    evening environment613687.11512
    late night environment681197.152
    Table 4. Evaluation result
    Siyu Sun, Hongchang Ding, Guohua Cao. Cat eye target recognition method based on contour matching in night environment[J]. High Power Laser and Particle Beams, 2023, 35(6): 069002
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