Maris N Hillemann

SOS: Segment Object System for Open-World Instance Segmentation With Object Priors

"We propose an approach for Open-World Instance Segmentation (OWIS), a task that aims to segment arbitrary unknown objects in images by generalizing from a limited set of annotated object classes during training. Our Segment Object System (SOS) explicitly addresses the generalization ability and the…