• Laser & Optoelectronics Progress
  • Vol. 55, Issue 4, 042803 (2018)
Manyun He1, Yinglei Cheng1、*, Xiangjiang Liao1, and Zhongyang Zhao1
Author Affiliations
  • 1 College of Information and Navigation, Air Force Engineering University, Xi'an, Shaanxi 710077, China
  • 1 Unit of 94816, Fuzhou, Fujian 350002, China
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    DOI: 10.3788/LOP55.042803 Cite this Article Set citation alerts
    Manyun He, Yinglei Cheng, Xiangjiang Liao, Zhongyang Zhao. Building Extraction Algorithm by Fusing Spectral and Geometrical Features[J]. Laser & Optoelectronics Progress, 2018, 55(4): 042803 Copy Citation Text show less
    Algorithm flow chart
    Fig. 1. Algorithm flow chart
    Transmitting relationship in tensor voting
    Fig. 2. Transmitting relationship in tensor voting
    Aerial image of Area2
    Fig. 3. Aerial image of Area2
    LiDAR data of Area2
    Fig. 4. LiDAR data of Area2
    (a) Traditional tensor voting results and (b) tensor voting results of fusing spectral feature
    Fig. 5. (a) Traditional tensor voting results and (b) tensor voting results of fusing spectral feature
    Point cloud classification results of (a) traditional tensor voting and (b) improved tensor voting
    Fig. 6. Point cloud classification results of (a) traditional tensor voting and (b) improved tensor voting
    Comparison of importance index of features
    Fig. 7. Comparison of importance index of features
    RankAlgorithmNumber ofbuildingsI errorII errorQuality /%
    FalseCorrectness /%OmissionCompleteness /%
    ObjectProposed140100192.8692.86
    Traditional0100285.7185.71
    AreaProposed2426044498.1798395.9594.26
    Traditional70997.07353785.4283.27
    Table 1. Accuracy analysis
    Manyun He, Yinglei Cheng, Xiangjiang Liao, Zhongyang Zhao. Building Extraction Algorithm by Fusing Spectral and Geometrical Features[J]. Laser & Optoelectronics Progress, 2018, 55(4): 042803
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