Human support improvements by natural man-machine collaboration

Motoyuki Ozeki, Yasushi Miyata, Hideki Aoyama, Yuichi Nakamura

研究成果: Conference contribution

1 被引用数 (Scopus)

抄録

In this paper, we propose a novel framework that improves the recognition performance of human support systems, and then discuss why our framework is Human-Centered. A Human-Centered system should have a high recognition ability with minimum burden on the user. Our framework aims to satisfy this requirement by using an artificial agent between a recognition system and the user. If a system is in a difficult situation concerning recognition, an agent will require the user's help. For example, if an object that a system aims to recognize is hidden by the user's hand, the agent will ask the user to move his/her hand. Based on this idea, we implemented a prototype system with two modules: a recognition module to recognize objects and user's motions and an agent module to ask for a user's cooperative action. In the experiment, our prototype system recovers around 50%-70% of the recognition failures caused by three typical difficult situations. The user study reveals that our prototype system has the potential to realize natural and considerate human support systems.

本文言語English
ホスト出版物のタイトルInternational Multimedia Conference, MM'07 - Proceedings of the 2nd ACM International Workshop on Human-centered Multimedia, HCM'07
ページ95-101
ページ数7
DOI
出版ステータスPublished - 2007 12 1
外部発表はい
イベントInternational Multimedia Conference, MM'07 - 2nd ACM International Workshop on Human-centered Multimedia, HCM'07 - Augsburg, Bavaria, Germany
継続期間: 2007 9 282007 9 28

出版物シリーズ

名前Proceedings of the ACM International Multimedia Conference and Exhibition

Other

OtherInternational Multimedia Conference, MM'07 - 2nd ACM International Workshop on Human-centered Multimedia, HCM'07
国/地域Germany
CityAugsburg, Bavaria
Period07/9/2807/9/28

ASJC Scopus subject areas

  • コンピュータ サイエンス(全般)

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