Mobile Laser Scanning Point Cloud Classification Based on Data Augmentation and Mask Learning

被引:0
|
作者
Lei, Xiangda [1 ]
Guan, Haiyan [1 ,2 ]
Chen, Ke [1 ]
Qin, Nannan [1 ]
Zang, Yufu [1 ]
机构
[1] School of Remote Sensing & Geomatics Engineering, Nanjing University of Information Science & Technology, Jiangsu, Nanjing,210044, China
[2] Technology Innovation Center for Integrated Applications in Remote Sensing and Navigation, Ministry of Natural Resources, Jiangsu, Nanjing,210044, China
来源
关键词
Compendex;
D O I
10.3788/CJL231396
中图分类号
学科分类号
摘要
Classification (of information) - Complex networks - Data mining - Entropy - Forecasting - Laser applications - Learning systems
引用
收藏
相关论文
共 50 条
  • [1] Research on automatic classification method of mobile laser point cloud data based on deep learning
    Huang G.
    Cehui Xuebao/Acta Geodaetica et Cartographica Sinica, 2022, 51 (05): : 786
  • [2] Vehicle Recognition and Classification Method Based on Laser Scanning Point Cloud Data
    Xu Zewei
    Chen Xianqiao
    Wei Jie
    3RD INTERNATIONAL CONFERENCE ON TRANSPORTATION INFORMATION AND SAFETY (ICTIS 2015), 2015, : 44 - 49
  • [3] Data Management and Visualization of Mobile Laser Scanning Point Cloud
    Yan L.
    Hu X.
    Xie H.
    Hu, Xiaobin (494278321@qq.com), 2017, Editorial Board of Medical Journal of Wuhan University (42): : 1131 - 1136
  • [4] Deep learning with simulated laser scanning data for 3D point cloud classification
    Esmoris, Alberto M.
    Weiser, Hannah
    Winiwarter, Lukas
    Cabaleiro, Jose C.
    Hofle, Bernhard
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2024, 215 : 192 - 213
  • [5] Crossmodal Point Cloud Registration in the Hough Space for Mobile Laser Scanning Data
    Galai, Bence
    Nagy, Balazs
    Benedek, Csaba
    2016 23RD INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2016, : 3374 - 3379
  • [6] An approach to classification of airborne laser scanning point cloud data in an urban environment
    Alexander, Cici
    Tansey, Kevin
    Kaduk, Joerg
    Holland, David
    Tate, Nicholas J.
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2011, 32 (24) : 9151 - 9169
  • [7] FPSMix: data augmentation strategy for point cloud classification
    Chen, Taiyan
    Ying, Xianghua
    FRONTIERS OF COMPUTER SCIENCE, 2025, 19 (02)
  • [8] Traffic Marking Segmentation Algorithm Based on Rasterized Urban Mobile Laser Scanning Point Cloud Data
    Liu C.
    Qi Y.
    Li Y.
    Wu H.
    Yao L.
    Tongji Daxue Xuebao/Journal of Tongji University, 2022, 50 (11): : 1676 - 1684
  • [9] A segment-based filtering method for mobile laser scanning point cloud
    Lin, Xiangguo
    Xie, Wenhan
    INTERNATIONAL JOURNAL OF IMAGE AND DATA FUSION, 2022, 13 (02) : 136 - 154
  • [10] Road Manhole Cover Delineation Using Mobile Laser Scanning Point Cloud Data
    Yu, Yongtao
    Guan, Haiyan
    Li, Dilong
    Jin, Chunhua
    Wang, Cheng
    Li, Jonathan
    IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, 2020, 17 (01) : 152 - 156