Overview
Most comprehensive and up-to-date treatment of computational intelligence techniques applied to image processing applications
Content is characterized by an emphasis on solving real-world problem
Contributing authors are leading experts in this area
Includes supplementary material: sn.pub/extras
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Table of contents (15 chapters)
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Front Matter
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Image Preprocessing Algorithms
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Front Matter
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Image Analysis Algorithms
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Front Matter
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Keywords
About this book
Computational intelligence based techniques have firmly established themselves as viable, alternate, mathematical tools for more than a decade. They have been extensively employed in many systems and application domains, among these signal processing, automatic control, industrial and consumer electronics, robotics, finance, manufacturing systems, electric power systems, and power electronics. Image processing is also an extremely potent area which has attracted the attention of many researchers who are interested in the development of new computational intelligence-based techniques and their suitable applications, in both research problems and in real-world problems.
Part I of the book discusses several image preprocessing algorithms; Part II broadly covers image compression algorithms; Part III demonstrates how computational intelligence-based techniques can be effectively utilized for image analysis purposes; and Part IV shows how pattern recognition, classification and clustering-based techniques can be developed for the purpose of image inferencing. The book offers a unified view of the modern computational intelligence techniques required to solve real-world problems and it is suitable as a reference for engineers, researchers and graduate students.
Editors and Affiliations
About the editors
Bibliographic Information
Book Title: Computational Intelligence in Image Processing
Editors: Amitava Chatterjee, Patrick Siarry
DOI: https://doi.org/10.1007/978-3-642-30621-1
Publisher: Springer Berlin, Heidelberg
eBook Packages: Engineering, Engineering (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2013
Hardcover ISBN: 978-3-642-30620-4Published: 11 August 2012
Softcover ISBN: 978-3-642-43164-7Published: 20 September 2014
eBook ISBN: 978-3-642-30621-1Published: 10 August 2012
Edition Number: 1
Number of Pages: XII, 301
Number of Illustrations: 104 b/w illustrations, 62 illustrations in colour
Topics: Computational Intelligence, Signal, Image and Speech Processing, Image Processing and Computer Vision, Artificial Intelligence