Overview
- Authors:
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Thomas Lindblad
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Department of Physics, Royal Institute of Technology, Stockholm, Sweden
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Jason M. Kinser
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The Institute for Biosciences, Bioinformatics and Biotechnology, MSN 4E3, George Mason University, Manassas, USA
- PCNN's (Pulse-Coupled Neural Networks) are a new and exciting development in image processing research - there are currently no books available on this topic * PCNN research is particularly relevant to applications in the medical, military and industrial sectors
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Table of contents (12 chapters)
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- Thomas Lindblad, Jason M. Kinser
Pages 1-10
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- Thomas Lindblad, Jason M. Kinser
Pages 11-19
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- Thomas Lindblad, Jason M. Kinser
Pages 21-31
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- Thomas Lindblad, Jason M. Kinser
Pages 33-38
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- Thomas Lindblad, Jason M. Kinser
Pages 39-48
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- Thomas Lindblad, Jason M. Kinser
Pages 49-57
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- Thomas Lindblad, Jason M. Kinser
Pages 59-63
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- Thomas Lindblad, Jason M. Kinser
Pages 65-79
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- Thomas Lindblad, Jason M. Kinser
Pages 81-89
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- Thomas Lindblad, Jason M. Kinser
Pages 91-100
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- Thomas Lindblad, Jason M. Kinser
Pages 101-130
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- Thomas Lindblad, Jason M. Kinser
Pages 131-147
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Back Matter
Pages 149-152
About this book
Pulse-coupled neural networks represent a new and exciting advance in image processing research. When exposed to grey scale or colour images they produce a series of binary pulse images which allow the content of the image to be assessed much more accurately than from the original. In this volume Thomas Lindblad and Jason Kinser provide a much needed introduction to the topic of PCNNs. They review the theoretical foundations, and then look at a number of image processing applications including segmentation, edge extraction, texture extraction, object identification, object isolation, motion processing, foveation, noise suppression and image fusion. They also look at the PCNNs ability to process logical arguments and at how to implement it in specialised hardware. It will be of particular interest to researchers and practitioners working in image processing, especially those involved with medical, military or industrial applications. It will also be of interest to graduate-level students.
Authors and Affiliations
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Department of Physics, Royal Institute of Technology, Stockholm, Sweden
Thomas Lindblad
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The Institute for Biosciences, Bioinformatics and Biotechnology, MSN 4E3, George Mason University, Manassas, USA
Jason M. Kinser