Search Results for author: Ling Peng

Found 5 papers, 1 papers with code

Airborne LiDAR Point Cloud Classification with Graph Attention Convolution Neural Network

no code implementations20 Apr 2020 Congcong Wen, Xiang Li, Xiaojing Yao, Ling Peng, Tianhe Chi

To achieve point cloud classification, previous studies proposed point cloud deep learning models that can directly process raw point clouds based on PointNet-like architectures.

General Classification Graph Attention +2

Directionally Constrained Fully Convolutional Neural Network For Airborne Lidar Point Cloud Classification

1 code implementation19 Aug 2019 Congcong Wen, Lina Yang, Ling Peng, Xiang Li, Tianhe Chi

In this paper, we proposed a directionally constrained fully convolutional neural network (D-FCN) that can take the original 3D coordinates and LiDAR intensity as input; thus, it can directly apply to unstructured 3D point clouds for semantic labeling.

General Classification Line Detection +1

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