This dissertation proposes methods to enhance target discrimination, robust adaptation, and geometric reasoning in generic object tracking models to narrow the gap with human visual perception.
Hiptrack: Visual tracking with historical prompts,
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Rethinking Generic Object Tracking Toward Human-Level Perceptual Intelligence
This dissertation proposes methods to enhance target discrimination, robust adaptation, and geometric reasoning in generic object tracking models to narrow the gap with human visual perception.