Deep learning-based point cloud upsampling: a review of recent trends

被引：0
|
作者：
Soonjo Kwon
Ji-Hyeon Hur
Hyungki Kim
机构：
[1] Kumoh National Institute of Technology,Department of Mechanical System Engineering
[2] Jeonbuk National University,Department of Computer Science and Artificial Intelligence/CAIIT
来源：
JMST Advances | 2023年 / 5卷 / 4期
关键词：
Point cloud upsampling; Deep learning; Surface consolidation; Edge consolidation; Supervised learning; Self-supervised learning;
D O I：
10.1007/s42791-023-00058-6
中图分类号：
学科分类号：
摘要：
引用
下载
收藏
页码：105 / 111
页数：6
相关论文
共 50 条
  • [1] A Review of Deep Learning-Based Semantic Segmentation for Point Cloud
    Zhang, Jiaying
    Zhao, Xiaoli
    Chen, Zheng
    Lu, Zhejun
    IEEE ACCESS, 2019, 7 : 179118 - 179133
  • [2] DEEP-LEARNING-BASED POINT CLOUD UPSAMPLING OF NATURAL ENTITIES AND SCENES
    Zhang, Tian
    Filin, Sagi
    XXIV ISPRS CONGRESS IMAGING TODAY, FORESEEING TOMORROW, COMMISSION II, 2022, 43-B2 : 321 - 327
  • [3] Point cloud denoising review: from classical to deep learning-based approaches
    Zhou, Lang
    Sun, Guoxing
    Li, Yong
    Li, Weiqing
    Su, Zhiyong
    GRAPHICAL MODELS, 2022, 121
  • [4] Survey on Deep Learning-Based Point Cloud Compression
    Quach, Maurice
    Pang, Jiahao
    Tian, Dong
    Valenzise, Giuseppe
    Dufaux, Frederic
    FRONTIERS IN SIGNAL PROCESSING, 2022, 2
  • [5] High-Resolution Bathymetry by Deep-Learning Based Point Cloud Upsampling
    Irisawa, Naoya
    Iiyama, Masaaki
    IEEE ACCESS, 2024, 12 : 4387 - 4398
  • [6] Deep learning-based low overlap point cloud registration for complex scenario: The review
    Zhao, Yuehua
    Zhang, Jiguang
    Xu, Shibiao
    Ma, Jie
    INFORMATION FUSION, 2024, 107
  • [7] Deep Learning-based Point Cloud Coding for Immersive Experiences
    Pereira, Fernando
    PROCEEDINGS OF THE 30TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, MM 2022, 2022, : 7368 - 7370
  • [8] Adaptive Deep Learning-Based Point Cloud Geometry Coding
    Guarda, Andre F. R.
    Rodrigues, Nuno M. M.
    Pereira, Fernando
    IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, 2021, 15 (02) : 415 - 430
  • [9] DEEP LEARNING-BASED COMPRESSED DOMAIN POINT CLOUD CLASSIFICATION
    Seleem, Abdelrahman
    Guarda, Andre F. R.
    Rodrigues, Nuno M. M.
    Pereira, Fernando
    2023 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, ICIP, 2023, : 2620 - 2624
  • [10] Deep learning-based point cloud registration: a comprehensive investigation
    Cheng, Xiaolong
    Liu, Xinyu
    Li, Jintao
    Zhou, Wei
    INTERNATIONAL JOURNAL OF REMOTE SENSING, 2024, 45 (10) : 3412 - 3442
12345