Learning method of gesture templates for sign language recognition based on gesture components

被引：0
|
作者：
Sagawa, H [1 ]
Takeuchi, M [1 ]
机构：
[1] RWCP, Multi Modal Funct Hitachi Lab, Kokubunji, Tokyo 185, Japan
来源：
INTERNATIONAL SOCIETY FOR COMPUTERS AND THEIR APPLICATIONS 13TH INTERNATIONAL CONFERENCE ON COMPUTERS AND THEIR APPLICATIONS | 1998年
关键词：
sign language; gesture recognition; gesture component; learning method; template;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Sign-language gestures are composed of gesture components. We previously developed a recognition method for such sign-language gestures where gesture components are recognized and integrated. With this method, though, gesture templates are not easily created because the relationships between the gesture components and the parameters of the gesture components must be described in the templates, which takes considerable time. In this paper, a method for learning gesture templates so that they can be created more easily is discussed.
引用
收藏
页码：344 / 347
页数：4
相关论文
共 50 条
  • [21] A Framework for Hand Gesture Recognition with Applications to Sign Language
    Bhuyan, M. K.
    Ghoah, D.
    Bora, P. K.
    2006 ANNUAL IEEE INDIA CONFERENCE, 2006, : 383 - +
  • [22] Sign Language Gesture Recognition through Computer Vision
    Nyaga, Casam Njagi
    Wario, Ruth Diko
    2018 IST-AFRICA WEEK CONFERENCE (IST-AFRICA), 2018,
  • [23] Romanian Sign Language and Mime-Gesture Recognition
    Andrei, Enachi
    Cornel, Turcu
    Culea, George
    Constantin, Sghera Bogdan
    Gabriel, Ungureanu Andrei
    INTERNATIONAL JOURNAL OF ADVANCED COMPUTER SCIENCE AND APPLICATIONS, 2024, 15 (08) : 895 - 902
  • [24] A review of hand gesture and sign language recognition techniques
    Ming Jin Cheok
    Zaid Omar
    Mohamed Hisham Jaward
    International Journal of Machine Learning and Cybernetics, 2019, 10 : 131 - 153
  • [25] Gesture and Sign Language Recognition with Temporal Residual Networks
    Pigou, Lionel
    Van Herreweghe, Mieke
    Dambre, Joni
    2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2017), 2017, : 3086 - 3093
  • [26] A review of hand gesture and sign language recognition techniques
    Cheok, Ming Jin
    Omar, Zaid
    Jaward, Mohamed Hisham
    INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2019, 10 (01) : 131 - 153
  • [27] Gesture Recognition Using Kinect for Sign Language Translation
    Verma, Harsh Vardhan
    Aggarwal, Eshan
    Chandra, Satish
    2013 IEEE SECOND INTERNATIONAL CONFERENCE ON IMAGE INFORMATION PROCESSING (ICIIP), 2013, : 96 - 100
  • [28] Hand Gesture Recognition for Sign Language: A Skeleton Approach
    Kumar, Y. H. Sharath
    Vinutha, V.
    PROCEEDINGS OF THE 4TH INTERNATIONAL CONFERENCE ON FRONTIERS IN INTELLIGENT COMPUTING: THEORY AND APPLICATIONS (FICTA) 2015, 2016, 404 : 611 - 623
  • [29] Perspective and Evolution of Gesture Recognition for Sign Language: A Review
    Galvan-Ruiz, Jesus
    Travieso-Gonzalez, Carlos M.
    Tejera-Fettmilch, Acaymo
    Pinan-Roescher, Alejandro
    Esteban-Hernandez, Luis
    Dominguez-Quintana, Luis
    SENSORS, 2020, 20 (12) : 1 - 31
  • [30] Gesture recognition for sign language Video Stream Translation
    Bai Fei
    Jiang Xuemei
    Hu Jiwei
    Lou Ping
    2020 5TH INTERNATIONAL CONFERENCE ON MECHANICAL, CONTROL AND COMPUTER ENGINEERING (ICMCCE 2020), 2020, : 1311 - 1315
12345