Overview
- Explains how to learn from nature image recognition
- Applies pulse-coupled neural networks to image processing
- Displays many applications accompanied by Python scripts
- Considers a wide variety of image processing applications
- Includes supplementary material: sn.pub/extras
Part of the book series: Biological and Medical Physics, Biomedical Engineering (BIOMEDICAL)
Access this book
Tax calculation will be finalised at checkout
Other ways to access
Table of contents (11 chapters)
Keywords
About this book
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.
Authors and Affiliations
About the authors
Jason Kinser received a D.Sc. in Optics and Electro-Optical Systems in 1994 and an M.S. in Physics in 1987. He joined Alabama A&M in 1994 as an associate research professor as a founding member of the Center for Applied Optical Sciences. He joined George Mason University in 1997 and is now an associate professor in the School of Physics and Computational Sciences at GMU. He has been a visiting scientist at the Royal Institute of Technology (Stockholm) and the Korean University (Seoul). He has also been a visiting scientist at Lawrence-Berkeley National Lab and an external examiner at the University of Mauritius. His research interests started with optical and image information processing including pulse image processing and now extends into processing of data existing in multiple domains.
Bibliographic Information
Book Title: Image Processing using Pulse-Coupled Neural Networks
Book Subtitle: Applications in Python
Authors: Thomas Lindblad, Jason M. Kinser
Series Title: Biological and Medical Physics, Biomedical Engineering
DOI: https://doi.org/10.1007/978-3-642-36877-6
Publisher: Springer Berlin, Heidelberg
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2013
Hardcover ISBN: 978-3-642-36876-9Published: 29 May 2013
Softcover ISBN: 978-3-642-44033-5Published: 23 June 2015
eBook ISBN: 978-3-642-36877-6Published: 13 May 2013
Series ISSN: 1618-7210
Series E-ISSN: 2197-5647
Edition Number: 3
Number of Pages: XXIV, 238
Additional Information: 3rd ed.
Topics: Signal, Image and Speech Processing, Image Processing and Computer Vision, Biological and Medical Physics, Biophysics, Biomedical Engineering and Bioengineering, Numerical and Computational Physics, Simulation, Computer Imaging, Vision, Pattern Recognition and Graphics