Representation and recognition in vision:
Gespeichert in:
Bibliographische Detailangaben
1. Verfasser: Edelman, Shimon (VerfasserIn)
Format: Elektronisch E-Book
Sprache:English
Veröffentlicht: Cambridge, Mass. MIT Press ©1999
Schriftenreihe:Bradford book
Schlagworte:
Online-Zugang:FAW01
FAW02
Volltext
Beschreibung:"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
Beschreibung:1 Online-Ressource (xxiii, 335 pages)
ISBN:0262050579
0585077304
9780262050579
9780585077307

Es ist kein Print-Exemplar vorhanden.

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