Open AccessFull 3D layout reconstruction from one single 360º image
Author(s) -
Clara Fernández Labrador,
Alejandro Pérez Yus,
Gonzalo LópezNicolás,
José Jesús Guerrero Campo
Publication year - 2018
Publication title -
jornada de jóvenes investigadores del i3a
Language(s) - English
Resource type - Journals
ISSN - 2341-4790
DOI - 10.26754/jji-i3a.201802835
Subject(s) - panorama , exploit , pipeline (software) , computer science , artificial intelligence , computer graphics (images) , image (mathematics) , computer vision , 3d reconstruction , algorithm , geometry , mathematics , computer security , programming language
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.