ShapeMask: Learning to Segment Novel Objects by Refining Shape Priors

Weicheng Kuo, Anelia Angelova, Jitendra Malik +1

Instance segmentation aims to detect and segment individual objects in a scene. Most existing methods rely on precise mask annotations of every category. However, it is difficult a…