Vision-based Human Modeling and recognition for human system interaction

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

    Abstract

    In order to ensure smooth interactions with humans, a system needs to provide appropriate services based on a clear understanding of the capabilities, characteristics, and conditions of humans. We aim to acquire qualitative and quantitative information on humans by using image-sensing technology for human observation to realize even more advanced human-system interactions. For sensing of human users, it is critical that information be acquired robustly from features available in images and from a prior knowledge model of the human body. We are conducting various research studies with a view to establishing human sensing technology capable of extracting and expressing human features while responding flexibly to the individual differences and fuzziness inherent in humans. In this paper, we describe modeling of human shape and behavior based on combined use of image information and a human body model (Vision-based Human Modeling) and human behavior recognition in video (Vision-based Human Recognition). We demonstrate the application of these results to human-system interaction.

    Original languageEnglish
    Title of host publication4th International Conference on Human System Interaction, HSI 2011
    Pages403-408
    Number of pages6
    DOIs
    Publication statusPublished - 2011 Aug 11
    Event4th International Conference on Human System Interaction, HSI 2011 - Yokohama, Japan
    Duration: 2011 May 192011 May 21

    Publication series

    Name4th International Conference on Human System Interaction, HSI 2011

    Other

    Other4th International Conference on Human System Interaction, HSI 2011
    CountryJapan
    CityYokohama
    Period11/5/1911/5/21

    Keywords

    • Human information sensing
    • Human modeling
    • Human recognition
    • Human system interaction

    ASJC Scopus subject areas

    • Human-Computer Interaction

    Cite this

    Aoki, Y. (2011). Vision-based Human Modeling and recognition for human system interaction. In 4th International Conference on Human System Interaction, HSI 2011 (pp. 403-408). [5937400] (4th International Conference on Human System Interaction, HSI 2011). https://doi.org/10.1109/HSI.2011.5937400