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Optical Flow Estimation Using Pulse Coupled Neural Networks

Optical Flow Estimation Using Pulse Coupled Neural Networks

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Product Details
Author:
Markus Barenhoff
Publisher:
VDM Verlag Dr. Mueller E.K.
Publication Date:
Jun 13, 2008
Number of pages:
52 pages
Binding:
Paperback or Softback
ISBN-10:
3639017072
ISBN-13:
9783639017076

Overview

Most of the ways for Optical Flow estimation in computer vision depend on static algorithms or dynamic algorithms which need some kind of training. The subject of this work is to use a model of biological neural networks called Pulse Coupled Neural Networks, which try to model biological neuronal networks in a more accurate manner, to implement a system for Optical Flow estimation which needs no training and is suitable for the use with both artificial and natural images. Beginning with a introduction to the subject and the problems of Optical Flow estimation as well as to Pulse Coupled Neural Networks this book suggests a multi layer architecture which should enable the reader to implement a system on his own.


  • | Author: Markus Barenhoff
  • | Publisher: VDM Verlag Dr. Mueller E.K.
  • | Publication Date: Jun 13, 2008
  • | Number of Pages: 52 pages
  • | Binding: Paperback or Softback
  • | ISBN-10: 3639017072
  • | ISBN-13: 9783639017076

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