Activity recognition for children using self-organizing map

Satoshi Suzuki, Yasue Mitsukura, Hiroshi Igarashi, Harumi Kobayashi, Fumio Harashima

研究成果: Conference contribution

13 引用 (Scopus)

抜粋

Based on a new concept of Kinder-GuaRdian which aims to realize a support system for kindergarten's staffs and parents by watching over children's activity and their growing process, activity recognition (AR) for children is treated in this paper. In case of children, smaller amount of sensors is better since easy fitting of the sensor device to child's body is strongly preferable. In this study, using one acceleration sensor attached to the upper arm, AR in cases of adults and children were evaluated using several orthodox classifiers and self-organizing map (SOM). Through the several types of validation, effectiveness, issues, and benefits of their methods are discussed.

元の言語English
ホスト出版物のタイトルProceedings - IEEE International Workshop on Robot and Human Interactive Communication
ページ653-658
ページ数6
DOI
出版物ステータスPublished - 2012
外部発表Yes
イベント2012 21st IEEE International Symposium on Robot and Human Interactive Communication, RO-MAN 2012 - Paris, France
継続期間: 2012 9 92012 9 13

Other

Other2012 21st IEEE International Symposium on Robot and Human Interactive Communication, RO-MAN 2012
France
Paris
期間12/9/912/9/13

    フィンガープリント

ASJC Scopus subject areas

  • Software
  • Artificial Intelligence
  • Human-Computer Interaction

これを引用

Suzuki, S., Mitsukura, Y., Igarashi, H., Kobayashi, H., & Harashima, F. (2012). Activity recognition for children using self-organizing map. : Proceedings - IEEE International Workshop on Robot and Human Interactive Communication (pp. 653-658). [6343825] https://doi.org/10.1109/ROMAN.2012.6343825