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Image Fusion: Algorithms and Applications
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Type.................: Ebook
Part Size............: 11,475,561 bytes
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Posted by............: ~tqw~
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Release Notes
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The application of sensor technology has brought considerable interest in the
area of image fusion. Written by leading experts in the field, this book brings
together in one volume the most recent algorithms, design techniques and
applications in the topical field of image fusion. The applications are drawn
from military, medical and civilian areas and give practical advice and pointers
to the development of future applications in a variety of fields. This book will
be an invaluable resource to R&D engineers, academic researchers and system
developers requiring the most up-to-date and complete information on image
fusion algorithms, design architectures and applications.
Table Of Contents
Preface xiii
List of contributors xv
1 Current trends in super-resolution image reconstruction 1
2 Image fusion through multiresolution oversampled decompositions 27
3 Multisensor and multiresolution image fusion using the linear mixing model 67
4 Image fusion schemes using ICA bases 85
5 Statistical modelling for wavelet-domain image fusion 119
6 Theory and implementation of image fusion methods based on the á trous
algorithm 139
7 Bayesian methods for image fusion 157
8 Multidimensional fusion by image mosaics 193
9 Fusion of multispectral and panchromatic images as an optimisation
problem 223
10 Image fusion using optimisation of statistical measurements 251
11 Fusion of edge maps using statistical approaches 273
12 Enhancement of multiple sensor images using joint image fusion and
blind restoration 299
13 Empirical mode decomposition for simultaneous image enhancement
and fusion 327
14 Region-based multi-focus image fusion 343
15 Image fusion techniques for non-destructive testing and remote sensing
applications 367
16 Concepts of image fusion in remote sensing applications 393
17 Pixel-level image fusion metrics 429
18 Objectively adaptive image fusion 451
19 Performance evaluation of image fusion techniques 469
Subject index 493
Product Details
* ISBN: 0123725291
* ISBN-13: 9780123725295
* Format: Hardcover, 520pp
* Publisher: Elsevier Science & Technology Books
* Pub. Date: July 2008
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