Hyperspectral Image Fusion

Authors: Chaudhuri, Subhasis, Kotwal, Ketan

  • First dedicated text to hyperspectral image fusion
  • Presents state-of-the-art fusion techniques spanning various frameworks
  • Provides a detailed discussion on the assessment of fusion techniques
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eBook $99.00
price for USA (gross)
  • ISBN 978-1-4614-7470-8
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Hardcover $129.00
price for USA
  • ISBN 978-1-4614-7469-2
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  • Usually dispatched within 3 to 5 business days.
Softcover $129.00
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  • ISBN 978-1-4899-9375-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

Hyperspectral Image Fusion is the first text dedicated to the fusion techniques for such a huge volume of data consisting of a very large number of images. This monograph brings out recent advances in the research in the area of visualization of hyperspectral data. It provides a set of pixel-based fusion techniques, each of which is based on a different framework and has its own advantages and disadvantages. The techniques are presented with complete details so that practitioners can easily implement them. It is also demonstrated how one can select only a few specific bands to speed up the process of fusion by exploiting spatial correlation within successive bands of the hyperspectral data. While the techniques for fusion of hyperspectral images are being developed, it is also important to establish a framework for objective assessment of such techniques. This monograph has a dedicated chapter describing various fusion performance measures that are applicable to hyperspectral image fusion. This monograph also presents a notion of consistency of a fusion technique which can be used to verify the suitability and applicability of a technique for fusion of a very large number of images. This book will be a highly useful resource to the students, researchers, academicians and practitioners in the specific area of hyperspectral image fusion, as well as generic image fusion.

Table of contents (11 chapters)

  • Introduction

    Chaudhuri, Subhasis (et al.)

    Pages 1-18

  • Current State of the Art

    Chaudhuri, Subhasis (et al.)

    Pages 19-40

  • Edge-Preserving Solution

    Chaudhuri, Subhasis (et al.)

    Pages 41-55

  • Band Selection Through Redundancy Elimination

    Chaudhuri, Subhasis (et al.)

    Pages 57-71

  • Bayesian Estimation

    Chaudhuri, Subhasis (et al.)

    Pages 73-90

Buy this book

eBook $99.00
price for USA (gross)
  • ISBN 978-1-4614-7470-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $129.00
price for USA
  • ISBN 978-1-4614-7469-2
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
Softcover $129.00
price for USA
  • ISBN 978-1-4899-9375-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Hyperspectral Image Fusion
Authors
Copyright
2013
Publisher
Springer-Verlag New York
Copyright Holder
Springer Science+Business Media New York
eBook ISBN
978-1-4614-7470-8
DOI
10.1007/978-1-4614-7470-8
Hardcover ISBN
978-1-4614-7469-2
Softcover ISBN
978-1-4899-9375-5
Edition Number
1
Number of Pages
XVI, 191
Topics