Identifying Urban Building Functions via Vision–Language Alignment of Remote-Sensing Imagery and POI Semantics
Urban building function identification plays a fundamental role in fine-grained urban sensing, data-driven spatial planning, and sustainable urban management. Existing approaches either rely on handcrafted features derived from a single data source or adopt shallow feature integration strategies, thereby limiting deep...