Semantic segmentation of point clouds by fusing dual attention mechanism and dynamic graph convolution

被引：0
|
作者：
Yang, Jun [1 ,2 ]
Zhang, Chen [1 ]
机构：
[1] School of Electronic and Information Engineering, Lanzhou Jiaotong University, Lanzhou,730070, China
[2] Faculty of Geomatics, Lanzhou Jiaotong University, Lanzhou,730070, China
来源：
Beijing Hangkong Hangtian Daxue Xuebao/Journal of Beijing University of Aeronautics and Astronautics | 2024年 / 50卷 / 10期
关键词：
Compendex;
D O I：
10.13700/j.bh.1001-5965.2022.0775
中图分类号：
学科分类号：
摘要：
Semantic Segmentation
引用
收藏
页码：2984 / 2994
相关论文
共 50 条
  • [21] A Local-Global Feature Fusing Method for Point Clouds Semantic Segmentation
    Bi, Yuanwei
    Zhang, Lujian
    Liu, Yaowen
    Huang, Yansen
    Liu, Hao
    IEEE ACCESS, 2023, 11 : 68776 - 68790
  • [22] Point clouds learning with attention-based graph convolution networks
    Xie, Zhuyang
    Chen, Junzhou
    Peng, Bo
    NEUROCOMPUTING, 2020, 402 : 245 - 255
  • [23] EDGCNet: Joint dynamic hyperbolic graph convolution and dual squeeze-and-attention for 3D point cloud segmentation
    Cheng, Haozhe
    Zhu, Jihua
    Lu, Jian
    Han, Xu
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 237
  • [24] Hierarchical semantic segmentation of urban scene point clouds via group proposal and graph attention network
    Jiang, Tengping
    Sun, Jian
    Liu, Shan
    Zhang, Xu
    Wu, Qi
    Wang, Yongjun
    INTERNATIONAL JOURNAL OF APPLIED EARTH OBSERVATION AND GEOINFORMATION, 2021, 105
  • [25] Real-Time Semantic Segmentation of Point Clouds Based on an Attention Mechanism and a Sparse Tensor
    Wang, Fei
    Yang, Yujie
    Wu, Zhao
    Zhou, Jingchun
    Zhang, Weishi
    APPLIED SCIENCES-BASEL, 2023, 13 (05):
  • [26] Semantic segmentation for large-scale point clouds based on hybrid attention and dynamic fusion
    Zhou, Ce
    Shu, Zhaokun
    Shi, Li
    Ling, Qiang
    PATTERN RECOGNITION, 2024, 156
  • [27] Point attention network for semantic segmentation of 3D point clouds
    Feng, Mingtao
    Zhang, Liang
    Lin, Xuefei
    Gilani, Syed Zulqarnain
    Mian, Ajmal
    PATTERN RECOGNITION, 2020, 107 (107)
  • [28] Continuous Mapping Convolution for Large-Scale Point Clouds Semantic Segmentation
    Yan, Kunping
    Hu, Qingyong
    Wang, Hanyun
    Huang, Xiaohong
    Li, Li
    Ji, Song
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2022, 19
  • [29] LiDAR Point Clouds Semantic Segmentation in Autonomous Driving Based on Asymmetrical Convolution
    Sun, Xiang
    Song, Shaojing
    Miao, Zhiqing
    Tang, Pan
    Ai, Luxia
    ELECTRONICS, 2023, 12 (24)
  • [30] DFAMNet: dual fusion attention multi-modal network for semantic segmentation on LiDAR point clouds
    Li, Mingjie
    Wang, Gaihua
    Zhu, Minghao
    Li, Chunzheng
    Liu, Hong
    Pan, Xuran
    Long, Qian
    APPLIED INTELLIGENCE, 2024, 54 (04) : 3169 - 3180
12345