A learnable self-supervised task for unsupervised domain adaptation on point cloud classification and segmentation

被引:9
|
作者
Liu, Shaolei [1 ,2 ]
Luo, Xiaoyuan [1 ,2 ]
Fu, Kexue [1 ,2 ]
Wang, Manning [1 ,2 ]
Song, Zhijian [1 ,2 ]
机构
[1] Shanghai Key Lab Med Image Comp & Comp Assisted In, Shanghai 200032, Peoples R China
[2] Fudan Univ, Digital Med Res Ctr, Sch Basic Med Sci, Shanghai 200032, Peoples R China
基金
中国国家自然科学基金;
关键词
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I
10.1007/s11704-022-2435-4
中图分类号
TP [自动化技术、计算机技术];
学科分类号
0812 ;
摘要
Signal encoding
引用
收藏
页数:3
相关论文
共 50 条
  • [1] Self-Supervised Boundary Point Prediction Task for Point Cloud Domain Adaptation
    Chen, Jintao
    Zhang, Yan
    Huang, Kun
    Ma, Feifan
    Tan, Zhuangbin
    Xu, Zheyu
    IEEE ROBOTICS AND AUTOMATION LETTERS, 2023, 8 (09) : 5878 - 5885
  • [2] Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic Segmentation
    Cardace, Adriano
    De Luigi, Luca
    Ramirez, Pierluigi Zama
    Salti, Samuele
    Di Stefano, Luigi
    2022 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV 2022), 2022, : 1999 - 2009
  • [3] Self-Supervised Learning for Domain Adaptation on Point Clouds
    Achituve, Idan
    Maron, Haggai
    Chechik, Gal
    2021 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV 2021), 2021, : 123 - 133
  • [4] Unsupervised New-set Domain Adaptation with Self-supervised Knowledge
    Wang Y.-Y.
    Sun G.-W.
    Zhao G.-X.
    Xue H.
    Ruan Jian Xue Bao/Journal of Software, 2022, 33 (04): : 1170 - 1182
  • [5] FogAdapt: Self-supervised domain adaptation for semantic segmentation of foggy images
    Iqbal, Javed
    Hafiz, Rehan
    Ali, Mohsen
    NEUROCOMPUTING, 2022, 501 : 844 - 856
  • [6] Distribution regularized self-supervised learning for domain adaptation of semantic segmentation
    Iqbal, Javed
    Rawal, Hamza
    Ha, Rehan
    Chi, Yu-Tseh
    Ali, Mohsen
    IMAGE AND VISION COMPUTING, 2022, 124
  • [7] Boosting Multi-Modal Unsupervised Domain Adaptation for LiDAR Semantic Segmentation by Self-Supervised Depth Completion
    Cardace, Adriano
    Conti, Andrea
    Ramirez, Pierluigi Zama
    Spezialetti, Riccardo
    Salti, Samuele
    Stefano, Luigi Di
    IEEE ACCESS, 2023, 11 : 85155 - 85164
  • [8] Self-supervised Exclusive Learning for 3D Segmentation with Cross-modal Unsupervised Domain Adaptation
    Zhang, Yachao
    Li, Miaoyu
    Xie, Yuan
    Li, Cuihua
    Wang, Cong
    Zhang, Zhizhong
    Qu, Yanyun
    PROCEEDINGS OF THE 30TH ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, MM 2022, 2022, : 3338 - 3346
  • [9] Distribution regularized self-supervised learning for domain adaptation of semantic segmentation
    Iqbal, Javed
    Rawal, Hamza
    Hafiz, Rehan
    Chi, Yu-Tseh
    Ali, Mohsen
    Image and Vision Computing, 2022, 124
  • [10] Unsupervised Person Re-Identification with Iterative Self-Supervised Domain Adaptation
    Tang, Haotian
    Zhao, Yiru
    Lu, Hongtao
    2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS (CVPRW 2019), 2019, : 1536 - 1543