Advertisement

Artificial Intelligence in Recognition and Classification of Astrophysical and Medical Images

  • Valentina Zharkova
  • Lakhmi C. Jain

Part of the Studies in Computational Intelligence book series (SCI, volume 46)

Table of contents

  1. Front Matter
    Pages I-XVI
  2. S. S. Ipson, Valentina Zharkova, S. I. Zharkov
    Pages 19-58
  3. Valentina Zharkova, S. S. Ipson, S. I. Zharkov, Ilias Maglogiannis
    Pages 59-149
  4. V. Schetinin, Valentina Zharkova, A. Brazhnikov, S. I. Zharkov, Emanuele Salerno, Luigi Bedini et al.
    Pages 151-338

About this book

Introduction

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

Keywords

Feature Recognition Feature Recognition in Solar Images Image Enhancement Solar Feature Detection Statistica artificial intelligence classification cognition cybernetics information processing intelligence mathematics pattern pattern recognition

Editors and affiliations

  • Valentina Zharkova
    • 1
  • Lakhmi C. Jain
    • 2
  1. 1.Bradford UniversityBradfordUK
  2. 2.University of South AustraliaSouth AustraliaAustralia

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-540-47518-7
  • Copyright Information Springer-Verlag Berlin Heidelberg 2007
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Engineering
  • Print ISBN 978-3-540-47511-8
  • Online ISBN 978-3-540-47518-7
  • Series Print ISSN 1860-949X
  • Series Online ISSN 1860-9503
  • Buy this book on publisher's site