"A Bradford book."In this book, Shimon Ullman focuses on the processes of high-level vision that deal with the interpretation and use of what is seen in the image. In particular, he examines two major problems. The first, object recognition and classification, involves recognizing objects despite large variations in appearance caused by changes in viewing position, illumination, occlusion, and …
A mathematical framework that describes learning of invariant representations in the ventral stream, offering both theoretical development and applications.The ventral visual stream is believed to underlie object recognition in primates. Over the past fifty years, researchers have developed a series of quantitative models that are increasingly faithful to the biological architecture. Recently, …
The transformation of images in the age of new media and the digital revolution.Digital images are an integral part of all media, including television, film, photography, animation, video games, data visualization, and the Internet. In the digital world, spectators become navigators wending their way through a variety of interactive experiences, and images become spaces of visualization with mo…
"A Bradford book."Kosslyn (psychology, Harvard U.) presents a 20-year research program on the nature of high-level vision and mental imagery -- offering his research as a definitive resolution of the long-standing "imagery debate," which centers on the nature of the internal representation of visual mental imagery. He combines insights and empirical results from computer vision, neurobiology, a…
Originally presented as the author's thesis (Ph. D.)--MIT, 1985.A theoretical framework for the design of digital communication.Traditional visual design expresses information in fixed forms, such as print or film, so the message can be stored or distributed. With interactive media and continuously updated information, communication entails a new, more dynamic set of design problems. In this bo…
Problems in linking representation and perceived things in the world are discussed in light of the role played by a preconceptual indexing mechanism that functions to identify, reidentify, and track objects.
A new account of how we perceive the 3D shapes of objects and how to design machines that can see shapes the way we do.
A new account of how we perceive the 3D shapes of objects and how to design machines that can see shapes the way we do.
Although William James declared in 1890, "Everyone knows what attention is," today there are many different and sometimes opposing views on the subject. This fragmented theoretical landscape may be because most of the theories and models of attention offer explanations in natural language or in a pictorial manner rather than providing a quantitative and unambiguous statement of the theory. They…
An account of Western visual technologies since the Renaissance traces a history of the increasing control of light's intrinsic excess.OCLC-licensed vendor bibliographic record.