Istituto Italiano di Tecnologia - Universit` a di Genova DOCTORAL SCHOOL IN LIFE AND HUMANOID TECHNOLOGIES Doctoral Course on Nanosciences - Computer Vision Scene Understanding with Multi-view Geometry and Semantics Candidate: Cosimo Rubino Supervisor: PhD Alessio Del Bue Accademic Year 2014/2015