Laser & Optoelectronics Progress, Volume. 59, Issue 18, 1828001(2022)
Point Clouds Classification Algorithm of Vegetation Based on Area and Pointing Features
Fig. 1. Experimental flow chart
Fig. 2. Data_1 preprocessing picture
Fig. 3. Data_2 preprocessing picture
Fig. 4. Relationship between the number of input features and the change of corresponding precision
Fig. 5. Weight corresponding to each feature
Fig. 6. Renderings of Data_1 before (left) and after (right) using the new features. (a) Trees; (b) ground; (c) bushes
Fig. 7. Renderings of Data_2 before (left) and after (right) using the new features. (a) Trees; (b) ground
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Zhouyang Hua, Sheng Xu, Ying’an Liu. Point Clouds Classification Algorithm of Vegetation Based on Area and Pointing Features[J]. Laser & Optoelectronics Progress, 2022, 59(18): 1828001
Category: Remote Sensing and Sensors
Received: May. 26, 2021
Accepted: Aug. 10, 2021
Published Online: Aug. 22, 2022
The Author Email: Liu Ying’an (lyastat@njfu.edu.cn)