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RayNet: Learning Volumetric 3D Reconstruction ... - cvlibs.net

RayNet: Learning Volumetric 3D Reconstruction with Ray Potentials Despoina Paschalidou1,5 Ali Osman Ulusoy2 Carolin Schmitt1 Luc van Gool3 Andreas Geiger1,4. 1. Autonomous Vision Group, MPI for Intelligent Systems and University of T ubingen 2. Microsoft 3 Computer Vision Lab, ETH Z urich & KU Leuven 4. Computer Vision and Geometry Group, ETH Z urich 5. Max Planck ETH Center for Learning Systems Abstract In this paper, we consider the problem of reconstruct- ing a dense 3D model using images captured from differ- ent views. Recent methods based on convolutional neu- ral networks (CNN) allow Learning the entire task from data.

RayNet: Learning Volumetric 3D Reconstruction with Ray Potentials Despoina Paschalidou 1;5 Ali Osman Ulusoy2 Carolin Schmitt Luc van Gool3 Andreas Geiger1;4 1Autonomous Vision Group, MPI for Intelligent Systems and University of Tubingen¨ 2Microsoft 3Computer Vision Lab, ETH Zurich & KU Leuven¨ 4Computer Vision and Geometry Group, ETH Zurich¨ 5Max Planck ETH Center for Learning …

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