Osman Ulusoy

RayNet: Learning Volumetric 3D Reconstruction With Ray Potentials

In this paper, we consider the problem of reconstructing a dense 3D model using images captured from different views. Recent methods based on convolutional neural networks (CNN) allow learning the entire task from data. However, they do not incorporate the physics of image formation such as perspect…