Early Recognition of Gesture Patterns Using Sparse Code of Self-Organizing Map

被引：0
|
作者：
Kawashima, Manabu [1 ]
Shimada, Atsushi [1 ]
Taniguchi, Rin-ichiro [1 ]
机构：
[1] Kyushu Univ, Dept Adv Informat Technol, Nishi Ku, Fukuoka 8190395, Japan
来源：
ADVANCES IN SELF-ORGANIZING MAPS, PROCEEDINGS | 2009年 / 5629卷
关键词：
Self-Organizing Map; Gesture Recognition; Early Recognition;
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：
We propose a new gesture recognition method which is called "early recognition". Early recognition is a method to recognize sequential patterns at their beginning parts. Therefore, in the case of gesture recognition, we can get a recognition result of human gestures before the gestures have finished. We realize early recognition by using sparse codes of Self-Organizing Map.
引用
收藏
页码：116 / 123
页数：8
相关论文
共 50 条
  • [1] Improvement of early recognition of gesture patterns based on a self-organizing map
    Shimada, Atsushi
    Kawashima, Manabu
    Taniguchi, Rin-ichiro
    [J]. ARTIFICIAL LIFE AND ROBOTICS, 2011, 16 (02) : 198 - 201
  • [2] Improvement of Early Recognition of Gesture Patterns based on Self-Organizing Map
    Shimada, Atsushi
    Kawashima, Manabu
    Taniguchi, Rin-ichiro
    [J]. PROCEEDINGS OF THE SIXTEENTH INTERNATIONAL SYMPOSIUM ON ARTIFICIAL LIFE AND ROBOTICS (AROB 16TH '11), 2011, : 777 - 780
  • [3] Electroencephalogram-Based Facial Gesture Recognition Using Self-Organizing Map
    Kawaguchi, Takahiro
    Ono, Koki
    Hikawa, Hiroomi
    [J]. SENSORS, 2024, 24 (09)
  • [4] Gesture Spotting by Using Vector Distance of Self-organizing Map
    Ichikawa, Yuta
    Tashiro, Shuji
    Ito, Hidetaka
    Hikawa, Hiroomi
    [J]. NEURAL INFORMATION PROCESSING, ICONIP 2016, PT II, 2016, 9948 : 419 - 426
  • [5] SELF-ORGANIZING MAP IN RECOGNITION OF TOPOGRAPHIC PATTERNS OF EEG SPECTRA
    JOUTSINIEMI, SL
    KASKI, S
    LARSEN, TA
    [J]. IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1995, 42 (11) : 1062 - 1068
  • [6] Dynamic hand gesture recognition based on randomized Self-Organizing Map algorithm
    El Tobely, T
    Yoshiki, Y
    Tsuda, R
    Tsuruta, N
    Amamiy, M
    [J]. ALGORITHMIC LEARNING THEORY, PROCEEDINGS, 2000, 1968 : 252 - 263
  • [7] Russian Character Recognition using Self-Organizing Map
    Gunawan, D.
    Arisandi, D.
    Ginting, F. M.
    Rahmat, R. F.
    Amalia, A.
    [J]. 1ST INTERNATIONAL CONFERENCE ON COMPUTING AND APPLIED INFORMATICS 2016 : APPLIED INFORMATICS TOWARD SMART ENVIRONMENT, PEOPLE, AND SOCIETY, 2017, 801
  • [8] Comparative Study of Self-Organizing Map and Deep Self-Organizing Map using MATLAB
    Kumar, Indra D.
    Kounte, Manjunath R.
    [J]. 2016 INTERNATIONAL CONFERENCE ON COMMUNICATION AND SIGNAL PROCESSING (ICCSP), VOL. 1, 2016, : 1020 - 1023
  • [9] A Probabilistic Self-Organizing Map For Facial Recognition
    Lefebvre, Gregoire
    Garcia, Christophe
    [J]. 19TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOLS 1-6, 2008, : 30 - 33
  • [10] Recognition of impulse fault patterns in transformers using Kohonen's self-organizing feature map
    De, A
    Chatterjee, N
    [J]. IEEE TRANSACTIONS ON POWER DELIVERY, 2002, 17 (02) : 489 - 494
12345