An edition of Hyperspectral Image Fusion (2013)

Hyperspectral Image Fusion

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Last edited by ImportBot
May 25, 2022 | History
An edition of Hyperspectral Image Fusion (2013)

Hyperspectral Image Fusion

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.

Publish Date
Language
English
Pages
191

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Previews available in: English

Edition Availability
Cover of: Hyperspectral Image Fusion
Hyperspectral Image Fusion
Jun 17, 2015, Springer
paperback
Cover of: Hyperspectral Image Fusion
Hyperspectral Image Fusion
2013, Springer New York, Imprint: Springer
electronic resource / in English
Cover of: Hyperspectral Image Fusion
Hyperspectral Image Fusion
May 25, 2013, Springer
paperback

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Book Details


Table of Contents

Introduction
Current State of the Art
Edge-preserving Solution
Band Selection through Redundancy Elimination
Bayesian Estimation
Variational Solution
Optimization-based Fusion
Band Selection: Revisited
Performance Assessment of Fusion Techniques
Results and Discussions
Conclusions and Directions for Future Research.

Edition Notes

Published in
New York, NY

Classifications

Dewey Decimal Class
006.6, 006.37
Library of Congress
TA1637-1638, QA75.5-76.95

The Physical Object

Format
[electronic resource] /
Pagination
XVI, 191 p. 42 illus.
Number of pages
191

ID Numbers

Open Library
OL27044522M
Internet Archive
hyperspectralima00chau
ISBN 13
9781461474708

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May 25, 2022 Edited by ImportBot import existing book
July 1, 2019 Created by MARC Bot import new book