Satellite Image Analysis: Clustering and Classification

Thanks to recent advances in sensors, communication and satellite technology, data storage, processing and networking capabilities, satellite image acquisition and mining are now on the rise. In turn, satellite images play a vital role in providing essent

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Surekha Borra Rohit Thanki Nilanjan Dey

Satellite Image Analysis: Clustering and Classification

SpringerBriefs in Applied Sciences and Technology Computational Intelligence

Series editor Janusz Kacprzyk, Polish Academy of Sciences, Systems Research Institute, Warsaw, Poland

The series “Studies in Computational Intelligence” (SCI) publishes new developments and advances in the various areas of computational intelligence—quickly and with a high quality. The intent is to cover the theory, applications, and design methods of computational intelligence, as embedded in the fields of engineering, computer science, physics and life sciences, as well as the methodologies behind them. The series contains monographs, lecture notes and edited volumes in computational intelligence spanning the areas of neural networks, connectionist systems, genetic algorithms, evolutionary computation, artificial intelligence, cellular automata, self-organizing systems, soft computing, fuzzy systems, and hybrid intelligent systems. Of particular value to both the contributors and the readership are the short publication timeframe and the world-wide distribution, which enable both wide and rapid dissemination of research output.

More information about this series at http://www.springer.com/series/10618

Surekha Borra Rohit Thanki Nilanjan Dey •



Satellite Image Analysis: Clustering and Classification

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Surekha Borra Department of Electronics and Communication Engineering K.S. Institute of Technology Bengaluru, Karnataka, India

Rohit Thanki Faculty of Technology and Engineering, Department of ECE C. U. Shah University Wadhwan city, Gujarat, India

Nilanjan Dey Department of Information Technology Techno India College of Technology Kolkata, West Bengal, India

ISSN 2191-530X ISSN 2191-5318 (electronic) SpringerBriefs in Applied Sciences and Technology ISSN 2625-3704 ISSN 2625-3712 (electronic) SpringerBriefs in Computational Intelligence ISBN 978-981-13-6423-5 ISBN 978-981-13-6424-2 (eBook) https://doi.org/10.1007/978-981-13-6424-2 Library of Congress Control Number: 2019930625 © The Author(s), under exclusive licence to Springer Nature Singapore Pte Ltd. 2019 This work is subject to copyright. All rights are solely and exclusively licensed by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. The publisher, the authors and the editors are safe to assume that the advice and information in this book are believed to be