Results from a series of four very successful workshops on the topic, collect the book many of the most prominent of both computer and human vision to reflect on their experiences, identify open issues, and encourage cross-disciplinary discussion with the idea that parallel and solutions to problems arise in both domains. Multidisciplinary this collection is the first of its kind on the topic of categorization of objects, providing an exceptional context for graduate students and researchers in both computer and human vision.