Learning Adaptive Search with Reinforcement Learning for Small and Fast Object Tracking
The persistent challenge in visual object tracking, particularly for small and fast-moving targets, lies in the trade-off between effective resolution and contextual information. Fixed search regions cannot adapt to variations in target scale and motion, often resulting in degraded target representation and tracking fa...