3D HUMAN POSE REGRESSION USING GRAPH CONVOLUTIONAL NETWORK

被引：0
|
作者：
Banik, Soubarna [1 ]
García, Alejandro Mendoza [2 ]
Knoll, Alois [1 ]
机构：
[1] Technical University of Munich, Department of Informatics, Munich, Germany
[2] reFit Systems, Munich, Germany
来源：
arXiv | 2021年
关键词：
Compilation and indexing terms; Copyright 2025 Elsevier Inc;
D O I：
暂无
中图分类号：
学科分类号：
摘要：
Convolution - Machine learning - Regression analysis
引用
收藏
相关论文
共 50 条
  • [11] Graph Convolutional Network for 3D Object Pose Estimation in a Point Cloud
    Jung, Tae-Won
    Jeong, Chi-Seo
    Kim, In-Seon
    Yu, Min-Su
    Kwon, Soon-Chul
    Jung, Kye-Dong
    SENSORS, 2022, 22 (21)
  • [12] A Graph Attention Spatio-temporal Convolutional Network for 3D Human Pose Estimation in Video
    The Biomimetic and Intelligent Robotics Lab , School of Electromechanical Engineering, Guangdong University of Technology, Guangzhou
    510006, China
    不详
    不详
    Proc IEEE Int Conf Rob Autom, 2021, (3374-3380): : 3374 - 3380
  • [13] A Graph Attention Spatio-temporal Convolutional Network for 3D Human Pose Estimation in Video
    Liu, Junfa
    Rojas, Juan
    Li, Yihui
    Liang, Zhijun
    Guan, Yisheng
    Xi, Ning
    Zhu, Haifei
    2021 IEEE INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION (ICRA 2021), 2021, : 3374 - 3380
  • [14] A hybrid classification-regression approach for 3D hand pose estimation using graph convolutional networks
    Kourbane, Ikram
    Genc, Yakup
    SIGNAL PROCESSING-IMAGE COMMUNICATION, 2022, 101
  • [15] GMDN: A lightweight graph-based mixture density network for 3D human pose regression
    Zou, Lu
    Huang, Zhangjin
    Gu, Naijie
    Wang, Fangjun
    Yang, Zhouwang
    Wang, Guoping
    COMPUTERS & GRAPHICS-UK, 2021, 95 : 115 - 122
  • [16] Iterative graph filtering network for 3D human pose estimation
    Islam, Zaedul
    Ben Hamza, A.
    JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2023, 95
  • [17] Iterative Graph Filtering Network for 3D Human Pose Estimation
    Islam, Zaedul
    Ben Hamza, A.
    arXiv, 2023,
  • [18] Regular Splitting Graph Network for 3D Human Pose Estimation
    Hassan, Md. Tanvir
    Ben Hamza, A.
    IEEE TRANSACTIONS ON IMAGE PROCESSING, 2023, 32 : 4212 - 4222
  • [19] Deep 3D Pose Dictionary: 3D Human Pose Estimation from Single RGB Image Using Deep Convolutional Neural Network
    Elbasiony, Reda
    Gomaa, Walid
    Ogata, Tetsuya
    ARTIFICIAL NEURAL NETWORKS AND MACHINE LEARNING - ICANN 2018, PT III, 2018, 11141 : 310 - 320
  • [20] HPGCN: Hierarchical poselet-guided graph convolutional network for 3D pose estimation
    Wu, Yongpeng
    Kong, Dehui
    Wang, Shaofan
    Li, Jinghua
    Yin, Baocai
    NEUROCOMPUTING, 2022, 487 : 243 - 256
12345