AI RESEARCH
EdgeDAM: Real-time Object Tracking for Mobile Devices
arXiv CS.CV
•
ArXi:2603.05463v2 Announce Type: replace Single-object tracking (SOT) on edge devices is a critical computer vision task, requiring accurate and continuous target localization across video frames under occlusion, distractor interference, and fast motion. However, recent state-of-the-art distractor-aware memory mechanisms are largely built on segmentation-based trackers and rely on mask prediction and attention-driven memory updates, which