• Laser & Optoelectronics Progress
  • Vol. 57, Issue 20, 201005 (2020)
Guo Wang1、*, Qiang Wang2, Zhenxin Zhang3, Bang Xu1, and Guangxing Zhao1
Author Affiliations
  • 1Institute of Civil Engineering, Henan University of Engineering, Zhengzhou, Henan 451191, China
  • 2Tianjin Geospatial Information Technology Engineering Center, Tianjin Normal University, Tianjin 300387, China
  • 3College of Resource Environment and Tourism, Capital Normal University, Beijing 100048, China
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    DOI: 10.3788/LOP57.201005 Cite this Article Set citation alerts
    Guo Wang, Qiang Wang, Zhenxin Zhang, Bang Xu, Guangxing Zhao. Classification of Airborne LiDAR Vegetation Piont Clouds Assisted by Aerial Images[J]. Laser & Optoelectronics Progress, 2020, 57(20): 201005 Copy Citation Text show less
    Aerial image assisted airborne laser point cloud vegetation automatic classification process
    Fig. 1. Aerial image assisted airborne laser point cloud vegetation automatic classification process
    Point cloud and image of experimental area. (a) Point cloud dataset; (b) corresponding image
    Fig. 2. Point cloud and image of experimental area. (a) Point cloud dataset; (b) corresponding image
    K-means clustering results and point cloud overlay effect. (a) Clustering result; (b) stacking effect with point cloud after clustering
    Fig. 3. K-means clustering results and point cloud overlay effect. (a) Clustering result; (b) stacking effect with point cloud after clustering
    Experimental effect of enlarged area. (a) Image enhancement effect after clustering; (b) fusion effect
    Fig. 4. Experimental effect of enlarged area. (a) Image enhancement effect after clustering; (b) fusion effect
    Superposition effect of classified vegetation and orthophoto
    Fig. 5. Superposition effect of classified vegetation and orthophoto
    Guo Wang, Qiang Wang, Zhenxin Zhang, Bang Xu, Guangxing Zhao. Classification of Airborne LiDAR Vegetation Piont Clouds Assisted by Aerial Images[J]. Laser & Optoelectronics Progress, 2020, 57(20): 201005
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