Fourier analysis on robustness of graph convolutional neural networks for skeleton-based action recognition

被引:0
|
作者
Tanaka, Nariki [1 ]
Kera, Hiroshi [1 ]
Kawamoto, Kazuhiko [1 ]
机构
[1] Chiba University, 1-33, Yayoicho, Inage-ku, Chiba,263-8522, Japan
关键词
D O I
暂无
中图分类号
学科分类号
摘要
引用
收藏
相关论文
共 50 条
  • [1] Fourier analysis on robustness of graph convolutional neural networks for skeleton-based action recognition
    Tanaka, Nariki
    Kera, Hiroshi
    Kawamoto, Kazuhiko
    COMPUTER VISION AND IMAGE UNDERSTANDING, 2024, 240
  • [2] Graph Edge Convolutional Neural Networks for Skeleton-Based Action Recognition
    Zhang, Xikun
    Xu, Chang
    Tian, Xinmei
    Tao, Dacheng
    IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 31 (08) : 3047 - 3060
  • [3] SKELETON-BASED ACTION RECOGNITION WITH CONVOLUTIONAL NEURAL NETWORKS
    Li, Chao
    Zhong, Qiaoyong
    Xie, Di
    Pu, Shiliang
    2017 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA & EXPO WORKSHOPS (ICMEW), 2017,
  • [4] Recurrent graph convolutional networks for skeleton-based action recognition
    Zhu, Guangming
    Yang, Lu
    Zhang, Liang
    Shen, Peiyi
    Song, Juan
    Proceedings - International Conference on Pattern Recognition, 2020, : 1352 - 1359
  • [5] Recurrent Graph Convolutional Networks for Skeleton-based Action Recognition
    Zhu, Guangming
    Yang, Lu
    Zhang, Liang
    Shen, Peiyi
    Song, Juan
    2020 25TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION (ICPR), 2021, : 1352 - 1359
  • [6] Skeleton-Based Action Recognition With Gated Convolutional Neural Networks
    Cao, Congqi
    Lan, Cuiling
    Zhang, Yifan
    Zeng, Wenjun
    Lu, Hanqing
    Zhang, Yanning
    IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2019, 29 (11) : 3247 - 3257
  • [7] Skeleton-Based Action Recognition with Directed Graph Neural Networks
    Shi, Lei
    Zhang, Yifan
    Cheng, Jian
    Lu, Hanqing
    2019 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2019), 2019, : 7904 - 7913
  • [8] DeGCN: Deformable Graph Convolutional Networks for Skeleton-Based Action Recognition
    Myung, Woomin
    Su, Nan
    Xue, Jing-Hao
    Wang, Guijin
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 33 : 2477 - 2490
  • [9] Temporal segment graph convolutional networks for skeleton-based action recognition
    Ding, Chongyang
    Wen, Shan
    Ding, Wenwen
    Liu, Kai
    Belyaev, Evgeny
    ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2022, 110
  • [10] Information Enhanced Graph Convolutional Networks for Skeleton-based Action Recognition
    Sun, Dengdi
    Zeng, Fanchen
    Luo, Bin
    Tang, Jin
    Ding, Zhuanlian
    2020 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS (IJCNN), 2020,