This letter addresses the challenge of open-set instance segmentation (OSIS) which segments both known objects and unknown objects not seen in training, and thus is essential for enabling robots to ...

Abstract: Safety-critical applications like video surveillance, traffic monitoring, and autonomous driving often face a lack of labeled data and performance degradation due to domain shifts between ...