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Studies in Computational Intelligence

Artificial Intelligence in Recognition and Classification of Astrophysical and Medical Images

Editors: Zharkova, Valentina (Ed.)

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  • ISBN 978-3-540-47518-7
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Hardcover $199.99
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About this book

This book presents innovative techniques in Recognition and Classification of Astrophysical and Medical Images. The contents include:

  • Introduction to pattern recognition and classification in astrophysical and medical images.
  • Image standardization and enhancement.
  • Region-based methods for pattern recognition in medical and astrophysical images.
  • Advanced information processing using statistical methods.
  • Feature recognition and classification using spectral method

The book is intended for astrophysicists, medical researches, engineers, research students and technically aware managers in the Universities, Astrophysical Observatories, Medical Research Centres working on the processing of large archives of astrophysical or medical digital images. This book can be used as a text book for students of Computing, Cybernetics, Applied Mathematics and Astrophysics.

While there are plenty of volumes tackling pattern recognition problems in finance, marketing, and the like, I commend the editors and the authors for their efforts to tackle the big questions in life, and their excellent contributions to this book.

Professor Kate Smith-Miles
Head, School of Engineering and Information Technology, Deakin University, Australia

Table of contents (5 chapters)

Table of contents (5 chapters)
  • Introduction to Pattern Recognition and Classification in Medical and Astrophysical Images

    Pages 1-18

    Zharkova, Prof. Valentina (et al.)

  • Image Standardization and Enhancement

    Pages 19-58

    Ipson, S. S. (et al.)

  • Intensity and Region-Based Feature Recognition in Solar Images

    Pages 59-149

    Zharkova, Prof. Valentina (et al.)

  • Advanced Feature Recognition and Classification Using Artificial Intelligence Paradigms

    Pages 151-338

    Schetinin, V. (et al.)

  • Feature Recognition and Classification Using Spectral Methods

    Pages 339-374

    Revathy, K.

Buy this book

eBook $149.00
price for USA in USD
  • ISBN 978-3-540-47518-7
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $199.99
price for USA in USD
Softcover $199.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Artificial Intelligence in Recognition and Classification of Astrophysical and Medical Images
Editors
  • Valentina Zharkova
Series Title
Studies in Computational Intelligence
Series Volume
46
Copyright
2007
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-47518-7
DOI
10.1007/978-3-540-47518-7
Hardcover ISBN
978-3-540-47511-8
Softcover ISBN
978-3-642-08000-5
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XVI, 374
Topics