Representation and recognition in vision /

Shimon Edelman bases a comprehensive approach to visual representation on the notion of correspondence between proximal (internal) and distal similarities in objects.

Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Edelman, Shimon
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Cambridge, Mass. : MIT Press, ©1999.
©1999
Colección:Bradford book.
Temas:
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)
Apprentissage.
Traitement de l'information chez l'être humain.
visual perception.
PSYCHOLOGY > Physiological Psychology.
Human information processing
Cognitive science
Mental representation
Visual perception
Visualization
Visuele waarneming.
Mentale representatie.
Herkenning.
NEUROSCIENCE/Visual Neuroscience
COGNITIVE SCIENCES/General
Acceso en línea:Texto completo
Tabla de Contenidos:
  • 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.

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