1. Multi-view 3D reconstruction
- Author
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Muhannad Ismael, Stéphanie Prévost, Raissel Ramirez Orozco, Philippe Souchet, Yannick Remion, Cédric Niquin, and Céline Loscos
- Subjects
Materiality (architecture) ,Surface (mathematics) ,Carving ,business.industry ,Computer science ,3D reconstruction ,Sample (graphics) ,Pipeline (software) ,Visual hull ,Computer graphics (images) ,Visible surface ,Computer vision ,Artificial intelligence ,business - Abstract
This paper proposes a novel stereovision framework for multi-view 3D reconstruction relying on inputs of both several sets of multi-baseline views and a visual hull [3]. The pipeline is illustrated in figure 1. Our Contributions of this paper are threefold: (i) improvement of our multi-baseline stereovision method [2] by VH guidance, (ii) carving VH from stereovision surface and (iii) merging differently carved volumes. Our approach builds on a previously proposed framework [2] for multi-baseline stereo-vision which provides upon the Disparity Space (DS) introduced by [5], a materiality map expressing the probability for 3D sample points to lie on a visible surface. Our acquisition system [4] composed of the cameras which are scattered around the observed scene in order to build the VH, with several groups laid as multi-scopic units dedicated to multi-baseline stereovision. Multi-scopic units are composed of aligned and evenly distributed cameras.
- Published
- 2015
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