Full 3D layout reconstruction from one single 360º image

We propose an entire pipeline which receives as input a 360o panorama and returns a closed, 3D reconstruction of the room faithful to its actual shape. We exploit deep learning combined with geometry to obtain structural lines, and thus structural corners, from which we generate final layout models assuming Manhattan world.