High-level Vision
High-level Vision

Author: Shimon Ullman

Publisher: MIT Press

Published: 2000

Total Pages: 438

ISBN-13: 9780262710077

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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 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 object shape. The second, visual cognition, involves the extraction of shape properties and spatial relations in the course of performing visual tasks such as object manipulation, planning movements in the environment, or interpreting graphical material such as diagrams, graphs and maps. The book first takes up object recognition and develops a novel approach to the recognition of three-dimensional objects. It then studies a number of related issues in high-level vision, including object classification, scene segmentation, and visual cognition. Using computational considerations discussed throughout the book, along with psychophysical and biological data, the final chapter proposes a model for the general flow of information in the visual cortex. Understanding vision is a key problem in the brain sciences, human cognition, and artificial intelligence. Because of the interdisciplinary nature of the theories developed in this work, High-Level Vision will be of interest to readers in all three of these fields.

Patterns, Thinking, and Cognition
Patterns, Thinking, and Cognition

Author: Howard Margolis

Publisher: University of Chicago Press

Published: 1987

Total Pages: 348

ISBN-13: 9780226505282

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What happens when we think? How do people make judgments? While different theories abound—and are heatedly debated—most are based on an algorithmic model of how the brain works. Howard Margolis builds a fascinating case for a theory that thinking is based on recognizing patterns and that this process is intrinsically a-logical. Margolis gives a Darwinian account of how pattern recognition evolved to reach human cognitive abilities. Illusions of judgment—standard anomalies where people consistently misjudge or misperceive what is logically implied or really present—are often used in cognitive science to explore the workings of the cognitive process. The explanations given for these anomalous results have generally explained only the anomaly under study and nothing more. Margolis provides a provocative and systematic analysis of these illusions, which explains why such anomalies exist and recur. Offering empirical applications of his theory, Margolis turns to historical cases to show how an individual's cognitive repertoire—the available cognitive patterns and their relation to cues—changes or resists changes over time. Here he focuses on the change in worldview occasioned by the Copernican discovery: not only how an individual might come to see things in a radically new way, but how it is possible for that new view to spread and become the dominant one. A reanalysis of the trial of Galileo focuses on social cognition and its interactions with politics. In challenging the prevailing paradigm for understanding how the human mind works, Patterns, Thinking, and Cognition is certain to stimulate fruitful debate.

Cognition in the Wild
Cognition in the Wild

Author: Edwin Hutchins

Publisher: MIT Press

Published: 1996-08-26

Total Pages: 403

ISBN-13: 0262581469

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Edwin Hutchins combines his background as an anthropologist and an open ocean racing sailor and navigator in this account of how anthropological methods can be combined with cognitive theory to produce a new reading of cognitive science. His theoretical insights are grounded in an extended analysis of ship navigation—its computational basis, its historical roots, its social organization, and the details of its implementation in actual practice aboard large ships. The result is an unusual interdisciplinary approach to cognition in culturally constituted activities outside the laboratory—"in the wild." Hutchins examines a set of phenomena that have fallen in the cracks between the established disciplines of psychology and anthropology, bringing to light a new set of relationships between culture and cognition. The standard view is that culture affects the cognition of individuals. Hutchins argues instead that cultural activity systems have cognitive properties of their own that are different from the cognitive properties of the individuals who participate in them. Each action for bringing a large naval vessel into port, for example, is informed by culture: the navigation team can be seen as a cognitive and computational system. Introducing Navy life and work on the bridge, Hutchins makes a clear distinction between the cognitive properties of an individual and the cognitive properties of a system. In striking contrast to the usual laboratory tasks of research in cognitive science, he applies the principal metaphor of cognitive science—cognition as computation (adopting David Marr's paradigm)—to the navigation task. After comparing modern Western navigation with the method practiced in Micronesia, Hutchins explores the computational and cognitive properties of systems that are larger than an individual. He then turns to an analysis of learning or change in the organization of cognitive systems at several scales. Hutchins's conclusion illustrates the costs of ignoring the cultural nature of cognition, pointing to the ways in which contemporary cognitive science can be transformed by new meanings and interpretations. A Bradford Book

Intentions and Intentionality
Intentions and Intentionality

Author: Bertram F. Malle

Publisher: MIT Press

Published: 2001

Total Pages: 444

ISBN-13: 9780262632676

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Highlights the roles of intention and intentionality in social cognition.

Deep Learning for Robot Perception and Cognition
Deep Learning for Robot Perception and Cognition

Author: Alexandros Iosifidis

Publisher: Academic Press

Published: 2022-02-04

Total Pages: 638

ISBN-13: 0323885721

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Deep Learning for Robot Perception and Cognition introduces a broad range of topics and methods in deep learning for robot perception and cognition together with end-to-end methodologies. The book provides the conceptual and mathematical background needed for approaching a large number of robot perception and cognition tasks from an end-to-end learning point-of-view. The book is suitable for students, university and industry researchers and practitioners in Robotic Vision, Intelligent Control, Mechatronics, Deep Learning, Robotic Perception and Cognition tasks. - Presents deep learning principles and methodologies - Explains the principles of applying end-to-end learning in robotics applications - Presents how to design and train deep learning models - Shows how to apply deep learning in robot vision tasks such as object recognition, image classification, video analysis, and more - Uses robotic simulation environments for training deep learning models - Applies deep learning methods for different tasks ranging from planning and navigation to biosignal analysis

The Nature of Cognition
The Nature of Cognition

Author: Robert J. Sternberg

Publisher: MIT Press

Published: 1999

Total Pages: 760

ISBN-13: 9780262692120

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This book is the first to introduce the study of cognition in terms of the major conceptual themes that underlie virtually all the substantive topics.

Social Cognition and the Acquisition of Self
Social Cognition and the Acquisition of Self

Author: Michael Lewis

Publisher: Springer Science & Business Media

Published: 2012-12-06

Total Pages: 357

ISBN-13: 1468435663

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It is always enlightening to inquire about the origins of a research en deavor or a particular theoretical approach. Beginning with the observa tion of the mental life of the infant in 1962, Michael Lewis has contrib uted to the change in the view of the infant as an insensate mass of confusion to a complex and intellectual being. Anyone fortunate enough to have participated in the infancy research of the 1960s knows how exciting it was to have discovered in this small creature such a full and complex organism. More central to the origins of this work was the perception of the infant as an interactive, not a reactive, organism, and as one who influenced its social environment and constructed its cogni tive life, not one who just passively received information. Other areas of psychology had already begun to conceptualize the organism as active and interactive, even while developmental psychologists still clung to either simple learning paradigms, social reinforcement theories, or reflex ive theories. Even though Piaget had proposed an elaborate interactive theory, it was not until the late 1960s that his beliefs were fully im plemented into developmental theory and practice. A concurrent trend was the increase of concern with mother-infant interactions (Ainsworth, 1969; Bowlby, 1969; Goldberg & Lewis, 1969; Lewis & Goldberg, 1969) which provided the impetus for the study of social and emotional as well as cognitive development.

Olfactory Cognition
Olfactory Cognition

Author: Gesualdo Zucco

Publisher: John Benjamins Publishing

Published: 2012

Total Pages: 338

ISBN-13: 9027213518

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This book was conceived as a tribute to one of the founders of the psychological study of the sense of smell, Professor Trygg Engen. The book is divided into four sections. The first reunites the fields of psychophysics and the perception of environmental odours and discusses the impact of odours on beliefs and expectations. The second addresses cognitive processes in olfaction, how odours are interpreted, lexicalized, associated with contexts and remembered. The third focuses on the cerebral bases of olfactory awareness and the neuropsychological investigation of olfaction with special emphasis on olfactory dysfunctions, and the last concerns affective and developmental processes in olfaction. The aim in producing this book is that it will help promote further research in olfactory cognition and attract new inquisitive scientists to the field. The volume will be a useful resource for academics, students, and professionals who study olfaction, as well as to scientists who work in the domains of perception, cognitive neuroscience and environmental psychology more broadly.

Multidimensional Models of Perception and Cognition
Multidimensional Models of Perception and Cognition

Author: F. Gregory Ashby

Publisher: Psychology Press

Published: 2014-02-04

Total Pages: 544

ISBN-13: 1317784049

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The mental representations of perceptual and cognitive stimuli vary on many dimensions. In addition, because of quantal fluctuations in the stimulus, spontaneous neural activity, and fluctuations in arousal and attentiveness, mental events are characterized by an inherent variability. During the last several years, a number of models and theories have been developed that explicitly assume the appropriate mental representation is both multidimensional and probabilistic. This new approach has the potential to revolutionize the study of perception and cognition in the same way that signal detection theory revolutionized the study of psychophysics. This unique volume is the first to critically survey this important new area of research.