Representation and recognition in vision /
Edelman, Shimon.
Representation and recognition in vision / Shimon Edelman. - Cambridge, Mass. : MIT Press, ©1999. - 1 online resource (xxiii, 335 pages) : illustrations - Bradford book. .
"A Bradford book."
Includes bibliographical references (pages 303-329) and index.
The Problem of Representation -- A Vision of Representation -- Reconstruction -- Representation without Reconstruction -- The Feature Detector Redux -- The Challenge -- Theories of Representation and Object Recognition -- Recognition-Related Tasks That Require Representation -- Identification and Generalization -- Categorization -- Analogy -- A Formalization of the Notion of Representation -- The Problem of Representation -- Representation as a Mapping -- First- and Second-Order Isomorphism -- Computational Theories of Recognition -- Reconstructionist Theories: A Brief Historical Perspective -- Structural Decomposition Theories -- Theories Based on Geometric Constraints -- Multidimensional Feature Spaces -- S-isomorphism: The Theory -- Similarity as Proximity in a Metric Space -- Some Common Objections -- A Metric Similarity Space as a Working Hypothesis -- Shape Spaces -- Kendall's Shape Space -- Transformations and Deformations -- Best-Correspondence Distance -- An Objective Shape Space -- Parameterization of Distal Shape Space -- Scope of Parameterization -- Dimensionality of Parameterization -- The Distal to Proximal Mapping -- Levels of Representation of Similarity -- The Components of the Mapping F -- Constraints on F -- Implications -- S-isomorphism: An Implementation -- Task-Dependent Treatment of the Measurement Space -- Identification ("Is this an image of object X?") -- Recognition ("Is this an image of something I know?") -- Categorization ("What is this thing?") -- Categorization as Navigation in Shape Space.
Shimon Edelman bases a comprehensive approach to visual representation on the notion of correspondence between proximal (internal) and distal similarities in objects.
English.
0585077304 (electronic bk.) 9780585077307 (electronic bk.) 0262272156 9780262272155 (hc ; alk. paper) (hc ; alk. paper)
9780262272155
00015994 5890 MIT Press 9780262272155 MIT Press
98039260
Visual perception.
Mental representation.
Visualization.
Recognition (Psychology)
Categorization (Psychology)
Cognitive science.
Perception.
Learning.
Human information processing.
Perception
Learning
Psychological Phenomena and Processes
Psychiatry and Psychology
Visual Perception
Mental Processes
Memory
Visualisation.
Perception visuelle.
Reconnaissance (Psychologie)
Représentation mentale.
Sciences cognitives.
Catégorisation (Psychologie)
Perception.
Apprentissage.
Traitement de l'information chez l'homme.
visual perception.
PSYCHOLOGY--Physiological Psychology.
Categorization (Psychology)
Cognitive science.
Mental representation.
Recognition (Psychology)
Visual perception.
Visualization.
Visuele waarneming.
Mentale representatie.
Herkenning.
NEUROSCIENCE/Visual Neuroscience COGNITIVE SCIENCES/General
Electronic books.
Electronic books.
BF241 / .E28 1999eb
152.14
1999 F-639 WW 105 / E21r 1999
Representation and recognition in vision / Shimon Edelman. - Cambridge, Mass. : MIT Press, ©1999. - 1 online resource (xxiii, 335 pages) : illustrations - Bradford book. .
"A Bradford book."
Includes bibliographical references (pages 303-329) and index.
The Problem of Representation -- A Vision of Representation -- Reconstruction -- Representation without Reconstruction -- The Feature Detector Redux -- The Challenge -- Theories of Representation and Object Recognition -- Recognition-Related Tasks That Require Representation -- Identification and Generalization -- Categorization -- Analogy -- A Formalization of the Notion of Representation -- The Problem of Representation -- Representation as a Mapping -- First- and Second-Order Isomorphism -- Computational Theories of Recognition -- Reconstructionist Theories: A Brief Historical Perspective -- Structural Decomposition Theories -- Theories Based on Geometric Constraints -- Multidimensional Feature Spaces -- S-isomorphism: The Theory -- Similarity as Proximity in a Metric Space -- Some Common Objections -- A Metric Similarity Space as a Working Hypothesis -- Shape Spaces -- Kendall's Shape Space -- Transformations and Deformations -- Best-Correspondence Distance -- An Objective Shape Space -- Parameterization of Distal Shape Space -- Scope of Parameterization -- Dimensionality of Parameterization -- The Distal to Proximal Mapping -- Levels of Representation of Similarity -- The Components of the Mapping F -- Constraints on F -- Implications -- S-isomorphism: An Implementation -- Task-Dependent Treatment of the Measurement Space -- Identification ("Is this an image of object X?") -- Recognition ("Is this an image of something I know?") -- Categorization ("What is this thing?") -- Categorization as Navigation in Shape Space.
Shimon Edelman bases a comprehensive approach to visual representation on the notion of correspondence between proximal (internal) and distal similarities in objects.
English.
0585077304 (electronic bk.) 9780585077307 (electronic bk.) 0262272156 9780262272155 (hc ; alk. paper) (hc ; alk. paper)
9780262272155
00015994 5890 MIT Press 9780262272155 MIT Press
98039260
Visual perception.
Mental representation.
Visualization.
Recognition (Psychology)
Categorization (Psychology)
Cognitive science.
Perception.
Learning.
Human information processing.
Perception
Learning
Psychological Phenomena and Processes
Psychiatry and Psychology
Visual Perception
Mental Processes
Memory
Visualisation.
Perception visuelle.
Reconnaissance (Psychologie)
Représentation mentale.
Sciences cognitives.
Catégorisation (Psychologie)
Perception.
Apprentissage.
Traitement de l'information chez l'homme.
visual perception.
PSYCHOLOGY--Physiological Psychology.
Categorization (Psychology)
Cognitive science.
Mental representation.
Recognition (Psychology)
Visual perception.
Visualization.
Visuele waarneming.
Mentale representatie.
Herkenning.
NEUROSCIENCE/Visual Neuroscience COGNITIVE SCIENCES/General
Electronic books.
Electronic books.
BF241 / .E28 1999eb
152.14
1999 F-639 WW 105 / E21r 1999