The group focus on Computer Vision, Machine Learning, and Human-in-the-Loop Computing with applications ranging from image based geolocalization to assistive technology for the visually impaired. Much of our work involves humans and machines working together to solve challenging problems involving fine grained categorization and perceptual organization.