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
  • [31] Self-Supervised Model Adaptation for Multimodal Semantic Segmentation
    Abhinav Valada
    Rohit Mohan
    Wolfram Burgard
    International Journal of Computer Vision, 2020, 128 : 1239 - 1285
  • [32] Self-Supervised Global-Local Structure Modeling for Point Cloud Domain Adaptation with Reliable Voted Pseudo Labels
    Fan, Hehe
    Chang, Xiaojun
    Zhang, Wanyue
    Cheng, Yi
    Sun, Ying
    Kankanhalli, Mohan
    2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2022), 2022, : 6367 - 6376
  • [33] Unsupervised Cross-Domain Adaptation for Response Selection Using Self-Supervised and Adversarial Training
    Li, Jia
    Tao, Chongyang
    Hu, Huang
    Xu, Can
    Chen, Yining
    Jiang, Daxin
    WSDM'22: PROCEEDINGS OF THE FIFTEENTH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING, 2022, : 562 - 570
  • [34] Terrain traversability prediction through self-supervised learning and unsupervised domain adaptation on synthetic data
    Vecchio, Giuseppe
    Palazzo, Simone
    Guastella, Dario C.
    Giordano, Daniela
    Muscato, Giovanni
    Spampinato, Concetto
    AUTONOMOUS ROBOTS, 2024, 48 (02)
  • [35] Unsupervised Domain Adaptive Point Cloud Semantic Segmentation
    Bian, Yikai
    Xie, Jin
    Qian, Jianjun
    PATTERN RECOGNITION, ACPR 2021, PT I, 2022, 13188 : 285 - 298
  • [36] Self-Supervised Point Cloud Prediction for Autonomous Driving
    Du, Ronghua
    Feng, Rongying
    Gao, Kai
    Zhang, Jinlai
    Liu, Linhong
    IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2024, 25 (11) : 17452 - 17467
  • [37] Self-Supervised Domain Adaptation for Computer Vision Tasks
    Xu, Jiaolong
    Xiao, Liang
    Lopez, Antonio M.
    IEEE ACCESS, 2019, 7 : 156694 - 156706
  • [38] Self-supervised learning for point cloud data: A survey
    Zeng, Changyu
    Wang, Wei
    Nguyen, Anh
    Xiao, Jimin
    Yue, Yutao
    EXPERT SYSTEMS WITH APPLICATIONS, 2024, 237
  • [39] Masked Autoencoders for Point Cloud Self-supervised Learning
    Pang, Yatian
    Wang, Wenxiao
    Tay, Francis E. H.
    Liu, Wei
    Tian, Yonghong
    Yuan, Li
    COMPUTER VISION - ECCV 2022, PT II, 2022, 13662 : 604 - 621
  • [40] Reinforced Reweighting for Self-supervised Partial Domain Adaptation
    Wu K.
    Chen S.
    Wu M.
    Xiang S.
    Jin R.
    Xu Y.
    Li X.
    Chen Z.
    IEEE Transactions on Artificial Intelligence, 2024, 5 (09): : 1 - 10