Coverart for item
The Resource Representation and recognition in vision, Shimon Edelman

Representation and recognition in vision, Shimon Edelman

Label
Representation and recognition in vision
Title
Representation and recognition in vision
Statement of responsibility
Shimon Edelman
Creator
Subject
Language
eng
Summary
Researchers have long sought to understand what the brain does when we see an object, what two people have in common when they see the same object, and what a "seeing" machine would need to have in common with a human visual system. Recent neurobiological and computational advances in the study of vision have now brought us close to answering these and other questions about representation
Cataloging source
DLC
http://library.link/vocab/creatorName
Edelman, Shimon
Illustrations
illustrations
Index
index present
LC call number
BF241
LC item number
.E28 1999
Literary form
non fiction
Nature of contents
bibliography
http://library.link/vocab/subjectName
  • Mental representation
  • Visualization
  • Recognition (Psychology)
  • Categorization (Psychology)
  • Cognitive science
  • Visual perception
Label
Representation and recognition in vision, Shimon Edelman
Instantiates
Publication
Note
"A Bradford book."
Bibliography note
Includes bibliographical references (p. [303]-329) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • 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
  • The Problem of Representation
  • 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
  • A Vision of Representation
  • 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
  • Reconstruction
  • 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
  • Representation without Reconstruction
  • The Feature Detector Redux
  • The Challenge
  • Theories of Representation and Object Recognition
  • Recognition-Related Tasks That Require Representation
Control code
980098039260
Dimensions
24 cm.
Extent
xxiii, 335 p
Isbn
9780262050579
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
ill
Label
Representation and recognition in vision, Shimon Edelman
Publication
Note
"A Bradford book."
Bibliography note
Includes bibliographical references (p. [303]-329) and index
Carrier category
volume
Carrier category code
  • nc
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • 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
  • The Problem of Representation
  • 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
  • A Vision of Representation
  • 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
  • Reconstruction
  • 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
  • Representation without Reconstruction
  • The Feature Detector Redux
  • The Challenge
  • Theories of Representation and Object Recognition
  • Recognition-Related Tasks That Require Representation
Control code
980098039260
Dimensions
24 cm.
Extent
xxiii, 335 p
Isbn
9780262050579
Media category
unmediated
Media MARC source
rdamedia
Media type code
  • n
Other physical details
ill

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