Review on Human Action Recognition Methods Based on Multimodal Data

被引:0
|
作者
Wang, Cailing [1 ]
Yan, Jingjing [1 ]
Zhang, Zhidong [1 ]
机构
[1] School of Computer Science, Xi’an Shiyou University, Xi’an,710065, China
来源
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 - Extraction - Feature extraction - Human computer interaction - Learning systems - Musculoskeletal system - Recurrent neural networks
引用
收藏
页码:1 / 18
相关论文
共 50 条
  • [21] Human action recognition using Kinect multimodal information
    Tang, Chao
    Zhang, Miao-hui
    Wang, Xiao-feng
    Li, Wei
    Cao, Feng
    Hu, Chun-ling
    GLOBAL INTELLIGENCE INDUSTRY CONFERENCE (GIIC 2018), 2018, 10835
  • [22] Human Action Recognition Based on Sub-data Learning
    Chen, Yang
    Wang, Tian
    Li, Jiakun
    Lv, Xiaowei
    Snoussi, Hichem
    COMPUTER VISION, PT III, 2017, 773 : 617 - 626
  • [23] MULTIMODAL HUMAN ACTION RECOGNITION IN ASSISTIVE HUMAN-ROBOT INTERACTION
    Rodomagoulakis, I.
    Kardaris, N.
    Pitsikalis, V.
    Mavroudi, E.
    Katsamanis, A.
    Tsiami, A.
    Maragos, P.
    2016 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING PROCEEDINGS, 2016, : 2702 - 2706
  • [24] Multimodal Human Action Recognition Based on a Fusion of Dynamic Images using CNN descriptors
    Cardenas, Edwin Escobedo
    Chavez, Guillermo Camara
    PROCEEDINGS 2018 31ST SIBGRAPI CONFERENCE ON GRAPHICS, PATTERNS AND IMAGES (SIBGRAPI), 2018, : 95 - 102
  • [25] Human Action Recognition Using Deep Learning Methods on Limited Sensory Data
    Tufek, Nilay
    Yalcin, Murat
    Altintas, Mucahit
    Kalaoglu, Fatma
    Li, Yi
    Bahadir, Senem Kursun
    IEEE SENSORS JOURNAL, 2020, 20 (06) : 3101 - 3112
  • [26] A Multimodal Data Processing System for LiDAR-Based Human Activity Recognition
    Roche, Jamie
    De-Silva, Varuna
    Hook, Joosep
    Moencks, Mirco
    Kondoz, Ahmet
    IEEE TRANSACTIONS ON CYBERNETICS, 2022, 52 (10) : 10027 - 10040
  • [27] A Comprehensive Survey of Vision-Based Human Action Recognition Methods
    Zhang, Hong-Bo
    Zhang, Yi-Xiang
    Zhong, Bineng
    Lei, Qing
    Yang, Lijie
    Du, Ji-Xiang
    Chen, Duan-Sheng
    SENSORS, 2019, 19 (05)
  • [28] SVM-based feature selection methods for emotion recognition from multimodal data
    Torres-Valencia, Cristian
    Alvarez-Lopez, Mauricio
    Orozco-Gutierrez, Alvaro
    JOURNAL ON MULTIMODAL USER INTERFACES, 2017, 11 (01) : 9 - 23
  • [29] SVM-based feature selection methods for emotion recognition from multimodal data
    Cristian Torres-Valencia
    Mauricio Álvarez-López
    Álvaro Orozco-Gutiérrez
    Journal on Multimodal User Interfaces, 2017, 11 : 9 - 23
  • [30] Using a Multilearner to Fuse Multimodal Features for Human Action Recognition
    Tang, Chao
    Hu, Huosheng
    Wang, Wenjian
    Li, Wei
    Peng, Hua
    Wang, Xiaofeng
    MATHEMATICAL PROBLEMS IN ENGINEERING, 2020, 2020