The issue of change detection in high-resolution (HR) satellite pictures is addressed in this work. Bayesian active learning disagreement (BALD), an active learning (AL) technique, is used to World view photos of the Greek island of Crete that show urban and suburban regions. The BALD acquisition function may be...