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

页码：116 / 123

页数：8

共 50 条

[21] Hand gesture recognition using surface electromyography and 3D self-organizing map network with switching states
Duan, Yahan
Li, Wenyu
Sole-Casals, Jordi
Liu, Zhongxin
Duan, Feng
DIGITAL SIGNAL PROCESSING, 2025, 160
[22] Hand Gesture Recognition using Self Organizing Map for Human Computer Interaction
Bhat, Nagaraj N.
Venkatesh, Y. V.
Karn, Ujjwal
Vig, Dhruv
2013 INTERNATIONAL CONFERENCE ON ADVANCES IN COMPUTING, COMMUNICATIONS AND INFORMATICS (ICACCI), 2013, : 734 - 738
[23] Recognizing geochemical patterns related to mineralization using a self-organizing map
Chen, Zhiyi
Xiong, Yihui
Yin, Bojun
Sun, Siquan
Zuo, Renguang
APPLIED GEOCHEMISTRY, 2023, 151
[24] Self-organizing map classifier for stressed speech recognition
Partila, Pavol
Tovarek, Jaromir
Voznak, Miroslav
MACHINE INTELLIGENCE AND BIO-INSPIRED COMPUTATION: THEORY AND APPLICATIONS X, 2016, 9850
[25] The self-organizing map
Kohonen, T
NEUROCOMPUTING, 1998, 21 (1-3) : 1 - 6
[26] The self-organizing map
Helsinki University of Technology, Neural Networks Res. Ctr., P.O. B., FIN-02015 HUT, Finland
Neurocomputing, 1-3 (1-6):
[27] A Hierarchical Self-Organizing Map Model for Sequence Recognition
Otávio Augusto s. Carpinteiro
Neural Processing Letters, 1999, 9 : 209 - 220
[28] A hierarchical self-organizing map model for sequence recognition
Carpinteiro, OAS
NEURAL PROCESSING LETTERS, 1999, 9 (03) : 209 - 220
[29] THE SELF-ORGANIZING MAP
KOHONEN, T
PROCEEDINGS OF THE IEEE, 1990, 78 (09) : 1464 - 1480
[30] Fusion of self-organizing map and granular self-organizing map for microblog summarization
Naveen Saini
Sriparna Saha
Sahil Mansoori
Pushpak Bhattacharyya
Soft Computing, 2020, 24 : 18699 - 18711

← 1 2 3 4 5 →