Active Visual Perception: Opportunities and Challenges
Active visual perception involves systems dynamically changing how they sense and acquire visual evidence to improve performance. The review categorizes literature around four core questions: what evidence is needed, what actions can get it, how to value observations, and how to select the next action. It concludes that success depends on reliable value estimation and planning under real-world constraints.