Peter Hirsch and Dagmar Kainmueller

PatchPerPix for Instance Segmentation

In this paper we present a novel method for proposal free instance segmentation that can handle sophisticated object shapes that span large parts of an image and form dense object clusters with crossovers. Our method is based on predicting dense local shape descriptors, which we assemble to form ins…