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

Maxim Khomiakov, Alejandro Valverde Mahou, Alba Reinders Sánchez +2

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 s…