In this paper we study the problem of recovering the 3D shape, reflectance, and non-rigid motion of a dynamic 3D scene. Because these properties are completely unknown, our approach uses multiple views to build a piecewise continuous geometric and radiometric representation of the scene's trace in space-time. Basic primitive of this representation is the dynamic surfel, which (1) encodes the instantaneous local shape, reflectance, and motion of a small region in the scene, and (2) enables accurate prediction of the region's dynamic appearance under known illumination conditions. We show that complete surfel-based reconstructions can be created by repeatedly applying an algorithm called surfel sampling that combines sampling and parameter estimation to fit a single surfel to a small, bounded region of space-time. Experimental results with the Phong reflectance model and complex real scenes (clothing, skin, shiny objects) illustrate our method's ability to explain pixels and pixel variations in terms of their physical causes-shape, reflectance, motion, illumination, and visibility.


    Zugriff

    Zugriff prüfen

    Verfügbarkeit in meiner Bibliothek prüfen

    Bestellung bei Subito €


    Exportieren, teilen und zitieren



    Titel :

    Multi-view scene capture by surfel sampling: from video streams to non-rigid 3D motion, shape and reflectance


    Beteiligte:
    Carceroni, R.L. (Autor:in) / Kutalakos, K.N. (Autor:in)


    Erscheinungsdatum :

    01.01.2001


    Format / Umfang :

    1091502 byte




    Medientyp :

    Aufsatz (Konferenz)


    Format :

    Elektronische Ressource


    Sprache :

    Englisch



    Multi-View Scene Capture by Surfel Sampling: From Video Streams to Non-Rigid 3D Motion, Shape and Reflectance

    Carceroni, R. / Kutulakos, K. / IEEE | British Library Conference Proceedings | 2001


    Multi-View Scene Capture by Surfel Sampling From Video Streams to Non-Rigid 3D Motion, Shape and Reflectance

    Carceroni, R. L. / Kutulakos, K. N. | British Library Online Contents | 2002


    Surfel-Based Next Best View Planning

    Monica, Riccardo / Aleotti, Jacopo | BASE | 2018

    Freier Zugriff

    AUTONOMOUS DRIVING WITH SURFEL MAPS

    HERNANDEZ ESTEBAN CARLOS / MONTEMERLO MICHAEL / PAWLOWSKI PETER et al. | Europäisches Patentamt | 2023

    Freier Zugriff

    GPU-friendly multi-view stereo reconstruction using surfel representation and graph cuts

    Chang, J. Y. / Park, H. / Park, I. K. et al. | British Library Online Contents | 2011