We present a novel motion-based approach for the part determination and shape estimation of a human's body parts. The novelty of the technique is that neither a prior model of the human body is employed nor prior body part segmentation is assumed. We present a human body part identification strategy (HBPIS) that recovers all the body parts of a moving human based on the spatiotemporal analysis of its deforming silhouette. We formalize the process of simultaneous part determination and 2D shape estimation by employing the supervisory control theory of discrete event systems. In addition, in order to acquire the 3D shape of the body parts, we present a new algorithm which selectively integrates the (segmented by the HBPIS) apparent contours, from three mutually orthogonal views. The effectiveness of the approach is demonstrated through a series of experiments, where a subject performs a set of movements according to a protocol that reveals the structure of the human body.<>


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    3D human body model acquisition from multiple views


    Beteiligte:
    Kakadiaris, I.A. (Autor:in) / Metaxas, D. (Autor:in)


    Erscheinungsdatum :

    01.01.1995


    Format / Umfang :

    723339 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    3D Human Body Model Acquisition from Multiple Views

    Kakadiaris, I. / Metaxas, D. / IEEE Computer Society et al. | British Library Conference Proceedings | 1995


    Three-Dimensional Human Body Model Acquisition from Multiple Views

    Kakadiaris, I. A. / Metaxas, D. | British Library Online Contents | 1998


    Model-based human shape reconstruction from multiple views

    Starck, J. / Hilton, A. | British Library Online Contents | 2008


    Understanding human interactions with track and body synergies (TBS) captured from multiple views

    Park, S. / Trivedi, M. M. | British Library Online Contents | 2008


    Full body tracking from multiple views using stochastic sampling

    Kehl, R. / Bray, M. / Van Gool, L. | IEEE | 2005