• Laser & Optoelectronics Progress
  • Vol. 59, Issue 2, 0210003 (2022)
Yunduo Li1、2, Jin Che1、2、*, and Cheng Xue1、2
Author Affiliations
  • 1School of Physics and Electronic-Electrical Engineering, Ningxia University, Yinchuan , Ningxia 750021, China
  • 2Ningxia Key Laboratory of Intelligent Sensing for Desert Information, Ningxia University, Yinchuan , Ningxia 750021, China
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    DOI: 10.3788/LOP202259.0210003 Cite this Article Set citation alerts
    Yunduo Li, Jin Che, Cheng Xue. Simultaneous Localization and Mapping Based on Point and Line Feature Matching[J]. Laser & Optoelectronics Progress, 2022, 59(2): 0210003 Copy Citation Text show less
    Frame diagram of proposed algorithm
    Fig. 1. Frame diagram of proposed algorithm
    Schematic diagram of feature calculation
    Fig. 2. Schematic diagram of feature calculation
    Point feature extraction and matching
    Fig. 3. Point feature extraction and matching
    Line projection error analysis diagram
    Fig. 4. Line projection error analysis diagram
    Line feature extraction and matching
    Fig. 5. Line feature extraction and matching
    Point cloud plan of datasets. (a) V1_03_difficult; (b) V2_01_easy
    Fig. 6. Point cloud plan of datasets. (a) V1_03_difficult; (b) V2_01_easy
    Test on V1_03_difficult. (a) PL-SLAM; (b) PL-VINS; (c) ORB-SLAM; (d) proposed algorithm
    Fig. 7. Test on V1_03_difficult. (a) PL-SLAM; (b) PL-VINS; (c) ORB-SLAM; (d) proposed algorithm
    Test on V2_01_easy. (a) PL-SLAM; (b) PL-VINS; (c) ORB-SLAM; (d) proposed algorithm
    Fig. 8. Test on V2_01_easy. (a) PL-SLAM; (b) PL-VINS; (c) ORB-SLAM; (d) proposed algorithm
    Running tracks. (a) V1_02_medium; (b) V2-02-mdeium; (c) MH-02-easy; (d) MH-03-medium
    Fig. 9. Running tracks. (a) V1_02_medium; (b) V2-02-mdeium; (c) MH-02-easy; (d) MH-03-medium
    DatasetProposed algorithmPL-SLAM6PL-VINS8ORB-SLAM3
    V1-01-easy0.04720.04610.06280.0387
    V1-02-mdeium0.0450.04770.1030.0664
    V1_03_difficult0.06930.06320.15180.0643
    V2-01-easy0.0690.07110.08060.0293
    V2-02-mdeium0.05610.05670.17130.0702
    MH-01-easy0.06110.05770.14060.0312
    MH-02-easy0.05390.05500.120.0681
    MH-03-medium0.04910.05610.18010.0799
    MH-04-difficult0.06230.06450.20130.0655
    MH-05-difficult0.07390.0670.25610.0404
    Table 1. RMSE comparison of various SLAM algorithms
    Yunduo Li, Jin Che, Cheng Xue. Simultaneous Localization and Mapping Based on Point and Line Feature Matching[J]. Laser & Optoelectronics Progress, 2022, 59(2): 0210003
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