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Classification of Airborne Laser Scanning Point Cloud Using Point-Based Convolutional Neural Network

In various applications of airborne laser scanning (ALS), the classification of the point cloud is a basic and key step. It requires assigning category labels to each point, such as ground, building or vegetation. Convolutional neural networks have achieved great success in image classification and...

Whakaahuatanga katoa

I tiakina i:
Ngā kaituhi matua: Jianfeng Zhu, Lichun Sui, Yufu Zang, He Zheng, Wei Jiang, Mianqing Zhong, Fei Ma
Hōputu: Artigo
Reo:Inglês
I whakaputaina: MDPI AG 2021-06-01
Rangatū:ISPRS International Journal of Geo-Information
Ngā marau:
point cloud classification
semantic segmentation
airborne laser scanning
convolutional neural network
deep learning
Urunga tuihono:https://www.mdpi.com/2220-9964/10/7/444
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