Reasoning cartographic knowledge in deep learning-based map generalization with explainable AI

Cartographic generalization & GeoAI

Explainable AI shows a ResU-Net learns building boundaries, not interiors.

map generalization · XAI · deep learning · U-Net International Journal of Geographical Information Science · 2024

Fu, C., Zhou, Z.Y., Xin, Y.N., & Weibel, R. (2024). Reasoning cartographic knowledge in deep learning-based map generalization with explainable AI.