• Laser & Optoelectronics Progress
  • Vol. 57, Issue 8, 081017 (2020)
Jiehao Chen and Honghai Jiang*
Author Affiliations
  • Department of Mechanical and Electrical Engineering, Kunming University of Science and Technology, Kunming, Yunnan 650500, China
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    DOI: 10.3788/LOP57.081017 Cite this Article Set citation alerts
    Jiehao Chen, Honghai Jiang. Multi-Scale Segmentation for Ridge Row in Vision Navigation[J]. Laser & Optoelectronics Progress, 2020, 57(8): 081017 Copy Citation Text show less
    Images of ridge row
    Fig. 1. Images of ridge row
    Structure of Gaussian pyramid
    Fig. 2. Structure of Gaussian pyramid
    Gaussian difference algorithm
    Fig. 3. Gaussian difference algorithm
    Multi-scale feature image group of normalized ridge row
    Fig. 4. Multi-scale feature image group of normalized ridge row
    Images of divided ridge row.(a) Distribution of feature matrix value of upper ridge row; (b) distribution of feature matrix value of middle ridge row; (c) segmentation of upper ridge row; (d)segmentation of middle ridge row
    Fig. 5. Images of divided ridge row.(a) Distribution of feature matrix value of upper ridge row; (b) distribution of feature matrix value of middle ridge row; (c) segmentation of upper ridge row; (d)segmentation of middle ridge row
    Segmentation effect comparison of ridge row . (a) Original images; (b) MsSegN3 algorithm; (c) MsSegN6 algorithm; (d) PosOtsu algorithm; (e) KGFCM algorithm
    Fig. 6. Segmentation effect comparison of ridge row . (a) Original images; (b) MsSegN3 algorithm; (c) MsSegN6 algorithm; (d) PosOtsu algorithm; (e) KGFCM algorithm
    Number of eight connected domain in the segmentation results of each algorithm
    Fig. 7. Number of eight connected domain in the segmentation results of each algorithm
    Algorithm running time with different values of N
    Fig. 8. Algorithm running time with different values of N
    WeightOctave1Otave2Octave3Octave4Octave5Octave6Octave7
    wh(o')00.10.30.50.300
    wm(o')000.10.30.50.20.05
    Table 1. Feature images weight table for different octaves of ridge row
    WeightOctave1Otave2Octave3Octave4Octave5Octave6Octave7
    wh1(o')00.30.50.3000
    wh2(o')000.30.50.300
    wm1(o')000.10.40.40.10
    wm2(o')0000.20.30.50
    Table 2. Feature images weight table for different octaves of ridge row
    Jiehao Chen, Honghai Jiang. Multi-Scale Segmentation for Ridge Row in Vision Navigation[J]. Laser & Optoelectronics Progress, 2020, 57(8): 081017
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