Airborne LiDAR point cloud classification with global-local graph attention convolution neural network

被引：0
|
作者：
Wen, Congcong [1 ,2 ,3 ]
Li, Xiang [3 ]
Yao, Xiaojing [1 ]
Peng, Ling [1 ]
Chi, Tianhe [1 ]
机构：
[1] Aerospace Information Research Institute, Chinese Academy of Sciences, Beijing, China
[2] University of Chinese Academy of Sciences, Beijing, China
[3] Tandon School of Engineering, New York University, New York, United States
来源：
ISPRS Journal of Photogrammetry and Remote Sensing | 2021年 / 173卷
关键词：
Convolution;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
引用
下载
收藏
页码：181 / 194
相关论文
共 50 条
  • [21] Global-Local Transformer Network for HSI and LiDAR Data Joint Classification
    Ding, Kexing
    Lu, Ting
    Fu, Wei
    Li, Shutao
    Ma, Fuyan
    IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 2022, 60
  • [22] Airborne LiDAR point cloud classification based on deep residual network
    Zhao, Chuan
    Guo, Haitao
    Lu, Jun
    Yu, Donghang
    Zhang, Baoming
    Cehui Xuebao/Acta Geodaetica et Cartographica Sinica, 2020, 49 (02): : 202 - 213
  • [23] Text Classification Based on Graph Convolution Neural Network and Attention Mechanism
    Zhai, Sheping
    Zhang, Wenqing
    Cheng, Dabao
    Bai, Xiaoxia
    ACM International Conference Proceeding Series, 2022, : 137 - 142
  • [24] Dynamic Global-Local Attention Network Based On Capsules for Text Classification
    Wang, Ji
    Chen, Qiaohong
    Pei, Haolei
    Sun, Qi
    Jia, Yubo
    2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2020,
  • [25] Global-local graph convolutional broad network for hyperspectral image classification
    Chu, Yonghe
    Cao, Jun
    Huang, Jiashuang
    Ju, Hengrong
    Liu, Guangen
    Cao, Heling
    Ding, Weiping
    Applied Soft Computing, 2025, 170
  • [26] An Attention Cascade Global-Local Network for Remote Sensing Scene Classification
    Shen, Junge
    Yu, Tianwei
    Yang, Haopeng
    Wang, Ruxin
    Wang, Qi
    REMOTE SENSING, 2022, 14 (09)
  • [27] Point Cloud Segmentation Network Based on Attention Mechanism and Dual Graph Convolution
    Yang, Xiaowen
    Wen, Yanghui
    Jiao, Shichao
    Zhao, Rong
    Han, Xie
    He, Ligang
    ELECTRONICS, 2023, 12 (24)
  • [28] Point cloud semantic segmentation network based on graph convolution and attention mechanism
    Yang, Nan
    Wang, Yong
    Zhang, Lei
    Jiang, Bin
    Engineering Applications of Artificial Intelligence, 2025, 141
  • [29] GGM-Net: Graph Geometric Moments Convolution Neural Network for Point Cloud Shape Classification
    Li, Dilong
    Shen, Xin
    Yu, Yongtao
    Guan, Haiyan
    Wang, Hanyun
    Li, Deren
    IEEE ACCESS, 2020, 8 : 124989 - 124998
  • [30] PU-GACNet: Graph Attention Convolution Network for Point Cloud Upsampling
    Han, Bing
    Zhang, Xinyun
    Ren, Shuang
    IMAGE AND VISION COMPUTING, 2022, 118
12345