• Laser & Optoelectronics Progress
  • Vol. 57, Issue 6, 062801 (2020)
Yadong Guo1, Xiankun Wang1、*, Dianpeng Su1、2, Chao Qi1, and Fanlin Yang1、2
Author Affiliations
  • 1College of Geomatics, Shandong University of Science and Technology, Qingdao, Shandong 266590, China
  • 2Key Laboratory of Surveying and Mapping Technology on Island and Reef, State Bureau of Surveying and Mapping, Qingdao, Shandong 266590, China
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    DOI: 10.3788/LOP57.062801 Cite this Article Set citation alerts
    Yadong Guo, Xiankun Wang, Dianpeng Su, Chao Qi, Fanlin Yang. Building Orthogonal Boundary Extraction for Airborne LiDAR Based on Directional Prediction Regularization[J]. Laser & Optoelectronics Progress, 2020, 57(6): 062801 Copy Citation Text show less
    Flow diagram of the proposed algorithm
    Fig. 1. Flow diagram of the proposed algorithm
    Limitation of improved Douglas_Peucker. (a) Limitation because of points density; (b) limitation because of parallel
    Fig. 2. Limitation of improved Douglas_Peucker. (a) Limitation because of points density; (b) limitation because of parallel
    Noise suppression diagram
    Fig. 3. Noise suppression diagram
    Boundary extraction result of traditional algorithm
    Fig. 4. Boundary extraction result of traditional algorithm
    Extraction effect of building boundary
    Fig. 5. Extraction effect of building boundary
    Histogram of error distribution about buildings' corner points
    Fig. 6. Histogram of error distribution about buildings' corner points
    BuildingNo.AlgorithmMADRMSEREAPCR
    Cluster and adjustment1.4280.9030.1650.891
    Directional prediction0.9610.5590.0501.000
    Cluster and adjustment0.6820.4440.0720.922
    Directional prediction0.4480.2950.0191.000
    Cluster and adjustment0.6820.4200.0850.931
    Directional prediction0.5090.3620.0581.000
    Cluster and adjustment0.5480.4460.0740.875
    Directional prediction0.1580.1280.0061.000
    Cluster and adjustment0.8170.4930.0970.915
    Directional prediction0.3900.2870.0091.000
    Table 1. Comparison of performance indexes of different boundary regularization algorithms
    Yadong Guo, Xiankun Wang, Dianpeng Su, Chao Qi, Fanlin Yang. Building Orthogonal Boundary Extraction for Airborne LiDAR Based on Directional Prediction Regularization[J]. Laser & Optoelectronics Progress, 2020, 57(6): 062801
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