Vision with Direction A Systematic Introduction to Image Processing and Computer Vision /

Image analysis is a computational feat which humans show excellence in, in comp- ison with computers. Yet the list of applications that rely on automatic processing of images has been growing at a fast pace. Biometric authentication by face, ?ngerprint, and iris, online character recognition in cell...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autor principal: Bigun, Josef (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2006.
Edición:1st ed. 2006.
Temas:
Computer vision.
Pattern recognition systems.
Computer graphics.
Information visualization.
Signal processing.
Computer Vision.
Automated Pattern Recognition.
Computer Graphics.
Data and Information Visualization.
Signal, Speech and Image Processing .
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Human and Computer Vision
  • Neuronal Pathways of Vision
  • Color
  • Linear Tools of Vision
  • Discrete Images and Hilbert Spaces
  • Continuous Functions and Hilbert Spaces
  • Finite Extension or Periodic Functions-Fourier Coefficients
  • Fourier Transform-Infinite Extension Functions
  • Properties of the Fourier Transform
  • Reconstruction and Approximation
  • Scales and Frequency Channels
  • Vision of Single Direction
  • Direction in 2D
  • Direction in Curvilinear Coordinates
  • Direction in ND, Motion as Direction
  • World Geometry by Direction in N Dimensions
  • Vision in Multiple Directions
  • Group Direction and N-Folded Symmetry
  • Grouping, Segmentation, and Region Description
  • Reducing the Dimension of Features
  • Grouping and Unsupervised Region Segregation
  • Region and Boundary Descriptors
  • Concluding Remarks.

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