Image Processing using Pulse-Coupled Neural Networks

Applications in Python

  • Thomas Lindblad
  • Jason M. Kinser

Part of the Biological and Medical Physics, Biomedical Engineering book series (BIOMEDICAL)

Table of contents

  1. Front Matter
    Pages i-xxiv
  2. Thomas Lindblad, Jason M. Kinser
    Pages 1-11
  3. Thomas Lindblad, Jason M. Kinser
    Pages 13-33
  4. Thomas Lindblad, Jason M. Kinser
    Pages 35-56
  5. Thomas Lindblad, Jason M. Kinser
    Pages 57-86
  6. Thomas Lindblad, Jason M. Kinser
    Pages 87-105
  7. Thomas Lindblad, Jason M. Kinser
    Pages 107-125
  8. Thomas Lindblad, Jason M. Kinser
    Pages 127-153
  9. Thomas Lindblad, Jason M. Kinser
    Pages 155-170
  10. Thomas Lindblad, Jason M. Kinser
    Pages 171-185
  11. Thomas Lindblad, Jason M. Kinser
    Pages 187-199
  12. Thomas Lindblad, Jason M. Kinser
    Pages 201-208
  13. Back Matter
    Pages 209-238

About this book

Introduction

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 information extraction.
The third edition reflects renewed international interest in pulse image processing with updated sections presenting several newly developed applications. This edition also introduces a suite of Python scripts that assist readers in replicating results presented in the text and to further develop their own applications.

Keywords

Applications of Image RecognitionI Biomimetic Image Processing Digital Models for Image Recognition Image Fusion Image Processing Algorithms Information Extraction Mammalian Visual Cortex Manipulating Images Neural Theory Python Scripts

Authors and affiliations

  • Thomas Lindblad
    • 1
  • Jason M. Kinser
    • 2
  1. 1.Dept. PhysicsRoyal Institute of Technology (KTH)StockholmSweden
  2. 2., School of Physics andGeorge Mason UniversityFairfaxUSA

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-642-36877-6
  • Copyright Information Springer-Verlag Berlin Heidelberg 2013
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-642-36876-9
  • Online ISBN 978-3-642-36877-6
  • Series Print ISSN 1618-7210
  • About this book