Tracking as Online Decision-Making: Learning a Policy from Streaming Videos with Reinforcement Learning

James Steven Supancic, Deva Ramanan

We formulate tracking as an online decision-making process, where a tracking agent must follow an object despite ambiguous image frames and a limited computational budget. Cruciall…