Smart TV Interaction System Using Face and Hand Gesture Recognition

被引：0
|
作者：
Lee, Sang-Heon [1 ]
Sohn, Myoung-Kyu [1 ]
Kim, Dong-Ju [1 ]
Kim, Byungmin [1 ]
Kim, Hyunduk [1 ]
机构：
[1] DGIST, Dept IT Convergence, Taegu, South Korea
来源：
2013 IEEE INTERNATIONAL CONFERENCE ON CONSUMER ELECTRONICS (ICCE) | 2013年
关键词：
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In this paper, a face and hand gesture recognition system which can be applied to a smart TV interaction system is proposed. Human face and natural hand gesture are the key component to interact with smart TV system. The face recognition system is used in viewer authentication and the hand gesture recognition in control of smart TV, for example, volume up/down, channel changing. Personalized service such as favorite channels recommendation or parental guidance can be provided using face recognition. We show that the face recognition detection rate is about 99% and the face recognition rate is about 97% by using DGIST database. Also, hand detection rate is about 98% at distance of 1 meter, 1.5 meter, and 2 meter, respectively. Overall 5 type hand gesture recognition rate is about 80% using support vector machine (SVM).
引用
收藏
页码：173 / 174
页数：2
相关论文
共 50 条
  • [21] The Hand Gesture Recognition System Using Depth Camera
    Ahn, Yang-Keun
    Park, Young-Choong
    ACHI 2017: THE TENTH INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTER-HUMAN INTERACTIONS, 2017, : 234 - 238
  • [22] Room-scale Hand Gesture Recognition Using Smart Speakers
    Li, Dong
    Liu, Jialin
    Lee, Sunghoon Ivan
    Xiong, Jie
    PROCEEDINGS OF THE TWENTIETH ACM CONFERENCE ON EMBEDDED NETWORKED SENSOR SYSTEMS, SENSYS 2022, 2022, : 462 - 475
  • [23] Implicit Gesture Interaction Modeling and Algorithm for Smart TV
    Xu, Zhipeng
    Feng, Zhiquan
    Liu, Hui
    Liang, Liwei
    Jisuanji Fuzhu Sheji Yu Tuxingxue Xuebao/Journal of Computer-Aided Design and Computer Graphics, 2017, 29 (02): : 344 - 353
  • [24] Virtual hand -: Hand gesture recognition system
    Vamossy, Zoltan
    Toth, Andras
    Benedek, Balazs
    2007 5TH INTERNATIONAL SYMPOSIUM ON INTELLIGENT SYSTEMS & INFORMATICS, 2007, : 82 - 87
  • [25] Design of hand gesture recognition system for human-computer interaction
    Tsai, Tsung-Han
    Huang, Chih-Chi
    Zhang, Kung-Long
    MULTIMEDIA TOOLS AND APPLICATIONS, 2020, 79 (9-10) : 5989 - 6007
  • [26] A visual system for hand gesture recognition in human-computer interaction
    Okkonen, Matti-Antero
    Kellokumpu, Vili
    Pietikainen, Matti
    Heikkilae, Janne
    IMAGE ANALYSIS, PROCEEDINGS, 2007, 4522 : 709 - +
  • [27] Design of hand gesture recognition system for human-computer interaction
    Tsung-Han Tsai
    Chih-Chi Huang
    Kung-Long Zhang
    Multimedia Tools and Applications, 2020, 79 : 5989 - 6007
  • [28] Smart Gloves for Hand Gesture Recognition Sign Language to Speech Conversion System
    Bhaskaran, Abhijith K.
    Nair, Anoop G.
    Ram, Deepak K.
    Ananthanarayanan, Krishnan
    Vardhan, H. R. Nandi
    2016 INTERNATIONAL CONFERENCE ON ROBOTICS AND AUTOMATION FOR HUMANITARIAN APPLICATIONS (RAHA), 2016, : 226 - 231
  • [29] Face and Hand Gesture Recognition for Secure Control of Equipment
    Dao Thi Thanh
    Vu Duc Thai
    Hsiung, Pao-Ann
    ADVANCES IN ENGINEERING RESEARCH AND APPLICATION, 2019, 63 : 333 - 339
  • [30] Hand gesture recognition for man - machine interaction
    Kapuscinski, T
    Wysocki, M
    ROMOCO'01: PROCEEDINGS OF THE SECOND INTERNATIONAL WORKSHOP ON ROBOT MOTION AND CONTROL, 2001, : 91 - 96
12345