Lecture Notes in Computational Vision and Biomechanics

Biologically Rationalized Computing Techniques For Image Processing Applications

Editors: Hemanth, D. Jude, Balas, Valentina Emilia (Eds.)

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  • Details workflows for each chapter, making it suitable for beginners
  • Presents novel/modified computing algorithms, which will benefit advanced researchers
  • Includes implementation details in every chapter to aid in understanding
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eBook 117,69 €
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  • ISBN 978-3-319-61316-1
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Hardcover 145,59 €
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Softcover 145,59 €
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  • ISBN 978-3-319-87050-2
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About this book

This book introduces readers to innovative bio-inspired computing techniques for image processing applications. It demonstrates how a significant drawback of image processing – not providing the simultaneous benefits of high accuracy and less complexity – can be overcome, proposing bio-inspired methodologies to help do so. 
Besides computing techniques, the book also sheds light on the various application areas related to image processing, and weighs the pros and cons of specific methodologies. Even though several such methodologies are available, most of them do not provide the simultaneous benefits of high accuracy and less complexity, which explains their low usage in connection with practical imaging applications, such as the medical scenario. Lastly, the book illustrates the methodologies in detail, making it suitable for newcomers to the field and advanced researchers alike.

About the authors

D. Jude Hemanth received his B.E degree in ECE from Bharathiar University in 2002, M.E degree in communication systems from Anna University in 2006 and Ph.D. from Karunya University in 2013. His research areas include Computational Intelligence and Image processing. He has authored more than 100 research papers in well-respected international journals such as Neurocomputing, Neural Computing and Applications, Neural Network World, etc. as well as book chapters published by well known publishers. He is very active in his field, holding membership of professional organisations and serving on committees and boards. Currently, he is working as Associate Professor in the Department of ECE, Karunya University, Coimbatore, India.

Valentina E. Balas is currently Full Professor in the Department of Automatics and Applied Software at the Faculty of Engineering, “Aurel Vlaicu” University of Arad, Romania. She holds a Ph.D. in Applied Electronics and Telecommunications from Polytechnic University of Timisoara. Dr. Balas is author of more than 250 research papers in refereed journals and International Conferences. Her research interests are in Intelligent Systems, Fuzzy Control, Soft Computing, Smart Sensors, Information Fusion, Modeling and Simulation. She is the Editor-in Chief to International Journal of Advanced Intelligence Paradigms (IJAIP) and to International Journal of Computational Systems Engineering (IJCSysE), Editorial Board member of several national and international journals and is evaluator expert for national and international projects. Dr. Balas is the director of Intelligent Systems Research Centre in Aurel Vlaicu University of Arad. She served as General Chair of the International Workshop Soft Computing and Applications (SOFA) in seven editions 2005-2016 held in Romania and Hungary. Dr. Balas participated in many international conferences as Organizer, Honorary Chair, Session Chair and member in Steering, Advisory or International Program Committees. She is a member of EUSFLAT, SIAM and a Senior Member IEEE, member in TC – Fuzzy Systems (IEEE CIS), member in TC - Emergent Technologies (IEEE CIS), member in TC – Soft Computing (IEEE SMCS). Dr. Balas was Vice-president (Awards) of IFSA International Fuzzy Systems Association Council (2013-2015) and is a Joint Secretary of the Governing Council of Forum for Interdisciplinary Mathematics (FIM), - A Multidisciplinary Academic Body, India.

Table of contents (14 chapters)

Table of contents (14 chapters)
  • Artificial Bee Colony Algorithm for Classification of Semi-urban LU/LC Features Using High-Resolution Satellite Data

    Pages 1-20

    Jayanth, J. (et al.)

  • Saliency-Based Image Compression Using Walsh–Hadamard Transform (WHT)

    Pages 21-42

    Diana Andrushia, A. (et al.)

  • Object Trajectory Prediction with Scarce Environment Information

    Pages 43-55

    Park, Jin Sung (et al.)

  • A Twofold Subspace Learning-Based Feature Fusion Strategy for Classification of EMG and EMG Spectrogram Images

    Pages 57-84

    Hazarika, Anil (et al.)

  • Automatic Detection of Brain Strokes in CT Images Using Soft Computing Techniques

    Pages 85-109

    Maya, B. S. (et al.)

Buy this book

eBook 117,69 €
price for Spain (gross)
  • ISBN 978-3-319-61316-1
  • Digitally watermarked, DRM-free
  • Included format: PDF, EPUB
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 145,59 €
price for Spain (gross)
  • ISBN 978-3-319-61315-4
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 145,59 €
price for Spain (gross)
  • ISBN 978-3-319-87050-2
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Biologically Rationalized Computing Techniques For Image Processing Applications
Editors
  • D. Jude Hemanth
  • Valentina Emilia Balas
Series Title
Lecture Notes in Computational Vision and Biomechanics
Series Volume
25
Copyright
2018
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG
eBook ISBN
978-3-319-61316-1
DOI
10.1007/978-3-319-61316-1
Hardcover ISBN
978-3-319-61315-4
Softcover ISBN
978-3-319-87050-2
Series ISSN
2212-9391
Edition Number
1
Number of Pages
VI, 337
Number of Illustrations
63 b/w illustrations, 147 illustrations in colour
Topics