A GAN-Enhanced Deep Learning Framework for Rooftop Detection from Historical Aerial Imagery

Pengyu Chen, Sicheng Wang, Cuizhen Wang +4

Precise detection of rooftops from historical aerial imagery is essential for analyzing long-term urban development and human settlement patterns. Nonetheless, black-and-white anal…