Learning to Generate 3D Representations of Building Roofs Using Single-View Aerial Imagery

no code implementations • 20 Mar 2023 • Maxim Khomiakov, Alejandro Valverde Mahou, Alba Reinders Sánchez, Jes Frellsen, Michael Riis Andersen

We present a novel pipeline for learning the conditional distribution of a building roof mesh given pixels from an aerial image, under the assumption that roof geometry follows a set of regular patterns.