Yanis Benidir

The Change You Want To Detect: Semantic Change Detection In Earth Observation With Hybrid Data Generationf

Bi-temporal change detection at scale based on Very High Resolution (VHR) images is crucial for Earth monitoring. Such task remains poorly addressed even in the deep learning era: it either requires large volumes of annotated data - in the semantic case - or is limited to restricted datasets for bin…