Enhancing Real Time 3D reconstruction with pre scanned meshes

Abstract:


In this paper, we propose a novel, full-body, real-time 3D reconstruction framework that makes use of pre-scanned body parts (more precisely pre-scanned 3D heads) so as to provide a more detailed 3D reconstruction mainly in the semantically important head area. Our framework deals with 3 major challenges: a) multiple depth sensors collaboration, b) prescanned head positioning and c) reconstruction and texturing. In all the above challenges, we propose novel solutions so as to cope with time and space complexity, synchronization and 3D mesh quality. Experimental evaluation provides evidence that superior 3D mesh quality can be achieved compared to simple (not enhanced) use of depth cameras’ data.


  • N. Vretos, D. Alexiadis, D. Zarpalas, P. Daras, "Enhancing Real Time 3D reconstruction with pre scanned meshes", IEEE International Conference on Image Processing, ICIP 2016, Sept 25-28, Phoenix, Arizona, USA

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    Contact Information

    Dr. Petros Daras, Principal Researcher Grade Α
    1st km Thermi – Panorama, 57001, Thessaloniki, Greece
    P.O.Box: 60361
    Tel.: +30 2310 464160 (ext. 156)
    Fax: +30 2310 464164
    Email: daras@iti.gr