IEEE

An Object Point Set Inductive Tracker for Multi-Object Tracking and Segmentation

Abstract: Multi-object tracking and segmentation (MOTS) is a derivative task of multi-object tracking (MOT). The new setting encourages the learning of more discriminative high-quality embeddings. In ...
IEEE

Uncertainty for Identifying Open-Set Errors in Visual Object Detection

Abstract: Deployed into an open world, object detectors are prone to open-set errors, false positive detections of object classes not present in the training dataset.We propose GMM-Det, a real-time ...