Joint Instance Segmentation and Geometric Attribute Regression for Roof Structures in Aerial Imagery

Luuk Versteeg, Rob G. J. Wijnhoven, Martin R. Oswald

We present a method for jointly predicting instance-level roof segment masks together with three continuous geometric attributes -- building height, roof slope, and roof azimuth --…