Image Processing using Pulse-Coupled Neural Networks Applications in Python /

Image processing algorithms based on the mammalian visual cortex are powerful tools for extraction information and manipulating images. This book reviews the neural theory and translates them into digital models. Applications are given in areas of image recognition, foveation, image fusion and infor...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Autores principales: Lindblad, Thomas (Autor), Kinser, Jason M. (Autor)
Autor Corporativo: SpringerLink (Online service)
Formato: Electrónico eBook
Idioma:Inglés
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2013.
Edición:3rd ed. 2013.
Colección:Biological and Medical Physics, Biomedical Engineering,
Temas:
Signal processing.
Computer vision.
Biophysics.
Biomedical engineering.
Mathematical physics.
Image processing-Digital techniques.
Signal, Speech and Image Processing .
Computer Vision.
Biomedical Engineering and Bioengineering.
Theoretical, Mathematical and Computational Physics.
Computer Imaging, Vision, Pattern Recognition and Graphics.
Acceso en línea:Texto Completo
Tabla de Contenidos:
  • Biological Models
  • Programming in Python
  • NumPy, SciPy and Python Image Library
  • The PCNN and ICM
  • Image Analysis
  • Feedback and Isolation
  • Recognition and Classification
  • Texture Recognition
  • Color and Multiple Channels
  • Image Signatures
  • Logic.

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