AI RESEARCH
Joint Instance Segmentation and Geometric Attribute Regression for Roof Structures in Aerial Imagery
arXiv CS.CV
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ArXi:2605.26370v1 Announce Type: new 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 -- from a single aerial orthophoto. Our approach extends Mask R-CNN with a dedicated attribute regression branch and