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| Genre/Form: | Electronic books |
|---|---|
| Additional Physical Format: | Print version: Edelman, Shimon. Representation and recognition in vision. Cambridge, Mass. : MIT Press, c1999 (DLC) 98039260 (OCoLC)39868127 |
| Material Type: | Internet resource |
| Document Type: | Internet Resource, Computer File |
| All Authors / Contributors: |
Shimon Edelman |
| ISBN: | 0585077304 9780585077307 |
| OCLC Number: | 43475367 |
| Notes: | "A Bradford book." |
| Description: | 1 online resource (xxiii, 335 p.) : ill. |
| Contents: | 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. |
| Responsibility: | Shimon Edelman. |
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- Visual perception.
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by sumesh updated 2010-02-27
