RoofSense: A Multimodal Semantic Segmentation Dataset for Roofing Material Classification

Also Consider

Synapse has enriched 5 closely related papers on similar clinical questions. Consider them for comparative context:

1. 1Towards Roof Material Identification by Fusing Aerial and Street View Imagery2026
2. 2RoofNet: A Global Multimodal Dataset for Roof Material Identification from Earth Observation2025
3. 3Extracting roof sub-components from orthophotos using deep-learning -based semantic segmentation2024
4. 4Object Detection for the Enrichment of Semantic 3D City Models with Roofing Materials2025 · 1 citations
5. 5Delineating Roofing Materials in Urban Areas Using Transformed High-Resolution Satellite Imagery and Convolutional Neural Networks2026