ServiceNow Research

Instance Segmentation

Proposal-based Instance Segmentation with Point Supervision
Instance segmentation methods often require costly per-pixel labels. We propose a method called WISE-Net that only requires point-level …
Where are the Masks: Instance Segmentation with Image-level Supervision
A major obstacle in instance segmentation is that existing methods often need many per-pixel labels in order to be effective. These …