When Trackers Fail: VLM-Guided Verification and Recovery for Robust Video Object Segmentation

Valay Bundele, Susmit Agrawal, Mehran Hosseinzadeh +2

Recent trackers built on foundation models such as the Segment Anything Model (SAM) achieve strong performance by propagating object masks through memory. However, this strength is…