From Local Matches to Global Masks: Template-Guided Instance Detection and Segmentation in Open-World Scenes

Qifan Zhang, Sai Haneesh Allu, Jikai Wang +2

Detecting and segmenting novel object instances in open-world environments is a fundamental problem in robotic perception. Given only a small set of template images, a robot must l…