Laser & Optoelectronics Progress, Volume. 57, Issue 20, 201005(2020)
Classification of Airborne LiDAR Vegetation Piont Clouds Assisted by Aerial Images
Fig. 1. Aerial image assisted airborne laser point cloud vegetation automatic classification process
Fig. 2. Point cloud and image of experimental area. (a) Point cloud dataset; (b) corresponding image
Fig. 3. K-means clustering results and point cloud overlay effect. (a) Clustering result; (b) stacking effect with point cloud after clustering
Fig. 4. Experimental effect of enlarged area. (a) Image enhancement effect after clustering; (b) fusion effect
Fig. 5. Superposition effect of classified vegetation and orthophoto
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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
Category: Image Processing
Received: Jan. 19, 2020
Accepted: Feb. 24, 2020
Published Online: Oct. 17, 2020
The Author Email: Wang Guo (wg@haue.edu.cn)