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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Main Authors: Lindblad, Thomas, Kinser, Jason M. (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Published: Berlin, Heidelberg Springer Berlin Heidelberg 2013, 2013
Edition:3rd ed. 2013
Series:Biological and Medical Physics, Biomedical Engineering
Online Access:
Collection: Springer eBooks 2005- - Collection details see MPG.ReNa
Table of Contents:
  • 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