Pierre Lemaire

Curriculum-guided Change Detection Training: Toward Accurate Serac Fall Monitoring

Arthur Dérédel, Carlos Crispim-Junior, Pierre Lemaire, Johan Berthet, Laure Tougne Rodet

Change Detection (CD) aims to identify semantic or structural changes from nearly registered multi-temporal images. While recent advances in training methodologies have largely focused on semi-supervised learning and consistency regularization, alternative training paradigms rema…Read more