The Power Watershed as a Differentiable Segmentation Layer

Galia Akl, Laurent Najman, Hugues Talbot

Can a Watershed transform, the classical tool of morphological segmentation, be placed at the end of a deep network and trained through? The Power Watershed (PW) is the limit of th…