Representation and recognition in vision, Shimon Edelman

Resource Information

The instance Representation and recognition in vision, Shimon Edelman represents a material embodiment of a distinct intellectual or artistic creation found in Sydney Jones Library, University of Liverpool.

Image

http://covers.openlibrary.org/b/isbn/9780262050579-M.jpg?default=false

Label

Representation and recognition in vision, Shimon Edelman

Statement of responsibility

Shimon Edelman

Instantiates

• Representation and recognition in vision

Publication

• Cambridge, Mass., MIT Press, c1999

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

Record ID

b1785921