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A Complete and Self-Contained Introduction to Blind Image Deconvolution
Blind image deconvolution is constantly receiving increasing
attention from the academic as well the industrial world due
to both its theoretical and practical implications. The field of
blind image deconvolution has several applications in different
areas such as image restoration, microscopy, medical imaging,
biological imaging, remote sensing, astronomy, nondestructive
testing, geophysical prospecting, and many others. Blind
Image Deconvolution: Theory and Applications surveys
the current state of research and practice as presented by the
most recognized experts in the field, thus filling a gap in the
available literature on blind image deconvolution.
Explore the gamut of blind image deconvolution approaches
and algorithms that currently exist and follow the current
research trends into the future. This comprehensive treatise
discusses Bayesian techniques, single- and multi-channel
methods, adaptive and multi-frame techniques, and a host of
applications to multimedia processing, astronomy, remote
sensing imagery, and medical and biological imaging at the
whole-body, small-part, and cellular levels. Everything you
need to step into this dynamic field is at your fingertips in this
unique, self-contained masterwork.
For image enhancement and restoration without a priori information, turn to Blind Image Deconvolution: Theory and
Applications for the knowledge and techniques you need to
tackle real-world problems.
FEATURES
• Surveys recent theoretical advances along with the latest
practical implementations
• Emphasizes applications for such areas as astronomical,
satellite, and medical imaging as well as multimedia
processing
• Includes all necessary background in blind deconvolution
to fully understand and employ the techniques in the book
• Reviews currently available as well as novel algorithms
• Forecasts future developments and new directions for the
field
CONTENTS
Blind Image Deconvolution: Problem Formulation and
Existing Approaches; T.E. Bishop, S.D. Babacan,
B. Amizic, A.K. Katsaggelos, T. Chan, and R. Molina
Blind Image Deconvolution Using Bussgang Techniques:
Applications to Image Deblurring and Texture Synthesis;
P. Campisi, A. Neri, S. Colonnese, G. Panci, and
G. Scarano
Blind Multiframe Image Deconvolution Using Anisotropic
Spatially Adaptive Filtering for Denoising and
Regularization; V. Katkovnik, K. Egiazarian, and J. Astola
Bayesian Methods Based on Variational Approximations for
Blind Image Deconvolution; A. Likas and N.P. Galatsanos
Deconvolution of Medical Images From Microscopic to
Whole Body Images; O.V. Michailovich and D.R. Adam
Bayesian Estimation of Blur and Noise in Remote Sensing
Imaging; A. Jalobeanu, J. Zerubia, and L. Blanc-Féraud
Deconvolution and Blind Deconvolution in Astronomy;
E. Pantin, J.-l. Starck, and F. Murtagh
Multiframe Blind Deconvolution Coupled With Frame
Registration and Resolution Enhancement; F. Roubek,
J. Flusser, and G. Cristóbal
Blind Reconstruction of Multiframe Imagery Based on
Fusion and Classification; D. Hatzinakos, A. Giannoula,
and J. Han
Blind Deconvolution and Structured Matrix Computations
with Applications To Array Imaging; M.K. Ng and
R.J. Plemmons
INDEX
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See reverse side for Other Titles of Interest and ordering information
Catalog no. 7367, May 2007, 472 pp.
ISBN: 978-0-8493-7367-1, $149.95 / £85.00
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Other Titles of Interest
DIGITAL IMAGE SEQUENCE
PROCESSING, COMPRESSION,
AND ANALYSIS
BIOMETRIC INVERSE
PROBLEMS
Edited by
Svetlana N. Yanushkevich and
Vlad P. Shmerko
Todd R. Reed
UNIVERSITY
UNIVERSITY
OF
HAWAII
AT
MANOA, HONOLULU, USA
An overview of the current state of the field as
analyzed by leading researchers, this book conveys a unified view of potential directions for further industrial development. It offers an in-depth
treatment of the latest perspectives on processing,
compression, and analysis of digital image
sequences. This volume delivers the background
necessary to understand the strengths and weaknesses of current techniques and the directions
that consumer and technical applications may
take over the coming decades.
Catalog no. 1526, 2005, 288 pp.
ISBN: 978-0-8493-1526-8, $109.95 / £62.99
OF
COMPUTER IMAGING
DIGITAL IMAGE ANALYSIS AND PROCESSING
Scott E Umbaugh
SOUTHERN ILLINOIS UNIVERSITY, EDWARDSVILLE, USA
CALGARY, ALBERTA, CANADA
Adrian Stoica
JET PROPULSION LABORATORY, CALIFORNIA INSTITUTE
TECHNOLOGY, PASADENA, USA
OF
Denis V. Popel
BAKER UNIVERSITY, BALDWIN CITY, KANSAS, USA
This groundbreaking reference comprises eight
self-contained chapters that cover the principles of
biometric inverse problems; basics of data structure
design; synthetic signatures, fingerprints, faces,
irises, and DNA; and data structure representation
by Voronoi diagrams. Based on the authors’ vast
experience in the field, the book authoritatively
examines new approaches and methodologies in
both direct and inverse biometrics.
Computer Imaging: Digital Image Analysis
and Processing unites analysis and processing in
a unified framework, providing a valuable foundation for understanding both computer vision
and image processing applications. Taking an
engineering approach, the text integrates theory
with a conceptual and application-oriented style,
allowing you to immediately understand how
each topic fits into the overall structure of practical application development.
Catalog no. 2919, 2005, 659 pp.
ISBN: 978-0-8493-2919-7, $99.95 / £38.99
Catalog no. 2899, 2005, 416 pp.
ISBN: 978-0-8493-2899-2, $94.95 / £53.99
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BLIND IMAGE DECONVOLUTION: THEORY AND APPLICATIONS
...........Catalog no. 7367, ISBN: 978-0-8493-7367-1, $149.95 / £85.00 each.
Other titles of interest:
DIGITAL IMAGE SEQUENCE PROCESSING, COMPRESSION,
AND ANALYSIS
...........Catalog no. 1526, ISBN: 978-0-8493-1526-8 at $109.95 / £62.99 each.
BIOMETRIC INVERSE PROBLEMS
...........Catalog no. 2899, ISBN: 978-0-8493-2899-2 at $94.95 / £53.99 each.
COMPUTER IMAGING: DIGITAL IMAGE ANALYSIS AND
PROCESSING
...........Catalog no. 2919, ISBN: 978-0-8493-2919-7 at $99.95 / £38.99 each.
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