Early recognition of gesture patterns using sparse code of self-organizing map

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Abstract

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.

Original languageEnglish
Title of host publicationAdvances in Self-Organizing Maps - 7th International Workshop, WSOM 2009, Proceedings
Pages116-123
Number of pages8
DOIs
Publication statusPublished - Aug 27 2009
Event7th International Workshop on Self-Organizing Maps, WSOM 2009 - St. Augustine, FL, United States
Duration: Jun 8 2009Jun 10 2009

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume5629 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other7th International Workshop on Self-Organizing Maps, WSOM 2009
CountryUnited States
CitySt. Augustine, FL
Period6/8/096/10/09

Fingerprint

Gesture recognition
Gesture Recognition
Self organizing maps
Self-organizing Map
Gesture
Sequential Patterns
Self-organizing
Human

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

Cite this

Kawashima, M., Shimada, A., & Taniguchi, R. I. (2009). Early recognition of gesture patterns using sparse code of self-organizing map. In Advances in Self-Organizing Maps - 7th International Workshop, WSOM 2009, Proceedings (pp. 116-123). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5629 LNCS). https://doi.org/10.1007/978-3-642-02397-2_14

Early recognition of gesture patterns using sparse code of self-organizing map. / Kawashima, Manabu; Shimada, Atsushi; Taniguchi, Rin Ichiro.

Advances in Self-Organizing Maps - 7th International Workshop, WSOM 2009, Proceedings. 2009. p. 116-123 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5629 LNCS).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Kawashima, M, Shimada, A & Taniguchi, RI 2009, Early recognition of gesture patterns using sparse code of self-organizing map. in Advances in Self-Organizing Maps - 7th International Workshop, WSOM 2009, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 5629 LNCS, pp. 116-123, 7th International Workshop on Self-Organizing Maps, WSOM 2009, St. Augustine, FL, United States, 6/8/09. https://doi.org/10.1007/978-3-642-02397-2_14
Kawashima M, Shimada A, Taniguchi RI. Early recognition of gesture patterns using sparse code of self-organizing map. In Advances in Self-Organizing Maps - 7th International Workshop, WSOM 2009, Proceedings. 2009. p. 116-123. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). https://doi.org/10.1007/978-3-642-02397-2_14
Kawashima, Manabu ; Shimada, Atsushi ; Taniguchi, Rin Ichiro. / Early recognition of gesture patterns using sparse code of self-organizing map. Advances in Self-Organizing Maps - 7th International Workshop, WSOM 2009, Proceedings. 2009. pp. 116-123 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).
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