Change detection in the era of deep learning

Speaker: Dr. Devis Tuia (EPFL, Switzerland). Summary: I will present some advances in change detection for high-resolution Earth observation images. In particular, I will discuss the challenges of data scarcity, multimodal inputs, and deep models pretraining (with self-supervised approaches).