From Gestalt Theory to Image Analysis A Probabilistic Approach /

This book introduces the reader to a recent theory in Computer Vision yielding elementary techniques to analyse digital images. These techniques are inspired from and are a mathematical formalization of the Gestalt theory. Gestalt theory, which had never been formalized is a rigorous realm of vision...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Desolneux, Agnès (Autor), Moisan, Lionel (Autor), Morel, Jean-Michel (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New York, NY : Springer New York : Imprint: Springer, 2008.
Edición:1st ed. 2008.
Colección:Interdisciplinary Applied Mathematics, 34
Temas:
Computer vision.
Differential equations.
Signal processing.
Information visualization.
Mathematics.
Algorithms.
Computer Vision.
Differential Equations.
Signal, Speech and Image Processing .
Data and Information Visualization.
Applications of Mathematics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Gestalt Theory
  • The Helmholtz Principle
  • Estimating the Binomial Tail
  • Alignments in Digital Images
  • Maximal Meaningfulness and the Exclusion Principle
  • Modes of a Histogram
  • Vanishing Points
  • Contrasted Boundaries
  • Variational or Meaningful Boundaries?
  • Clusters
  • Binocular Grouping
  • A Psychophysical Study of the Helmholtz Principle
  • Back to the Gestalt Programme
  • Other Theories, Discussion.

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