
Image Processing and Data Analysis
The Multiscale Approach
Cambridge University Press
Published on 21. May 1998
Book
Hardback
297 pages
978-0-521-59084-6 (ISBN)
Article exhausted; check for reprint
Description
Powerful techniques have been developed in recent years for the analysis of digital data, especially the manipulation of images. This book provides an in-depth introduction to a range of these innovative, avante-garde data-processing techniques. It develops the reader's understanding of each technique and then shows with practical examples how they can be applied to improve the skills of graduate students and researchers in astronomy, electrical engineering, physics, geophysics and medical imaging. What sets this book apart from others on the subject is the complementary blend of theory and practical application. Throughout, it is copiously illustrated with real-world examples from astronomy, electrical engineering, remote sensing and medicine. It also shows how many, more traditional, methods can be enhanced by incorporating the new wavelet and multiscale methods into the processing. For graduate students and researchers already experienced in image processing and data analysis, this book provides an indispensable guide to a wide range of exciting and original data-analysis techniques.
Reviews / Votes
'Undoubtedly, this book will be a welcome reference for anyone interested in using various image-processing methods.' Andre Csillaghy, Scientific Computing WorldMore details
Language
English
Place of publication
Cambridge
United Kingdom
Target group
Professional and scholarly
Illustrations
22 Tables, unspecified; 78 Halftones, unspecified; 45 Line drawings, unspecified
Dimensions
Height: 255 mm
Width: 179 mm
Thickness: 21 mm
Weight
765 gr
ISBN-13
978-0-521-59084-6 (9780521590846)
Copyright in bibliographic data and cover images is held by Nielsen Book Services Limited or by the publishers or by their respective licensors: all rights reserved.
Schweitzer Classification
Other editions
New editions

Jean-Luc Starck | Fionn D. Murtagh | Albert Bijaoui
Image Processing and Data Analysis
The Multiscale Approach
Book
05/1998
Cambridge University Press
€63.40
Shipment within 15-20 days
Additional editions

Jean-Luc Starck | Fionn D. Murtagh | Albert Bijaoui
Image Processing and Data Analysis
The Multiscale Approach
Book
05/1998
Cambridge University Press
€63.40
Shipment within 15-20 days
Persons
Author
Centre Commissariat a l'Energie Atomique (CEA), Saclay
University of Ulster
Content
Foreword; 1. The wavelet transform; 2. Multiresolution support and filtering; 3. Deconvolution; 4. 1-D signals and Euclidean-based data analysis; 5. Geometric registration; 6. Disparity analysis and applications in remote sensing; 7. Image compression; 8. Object detection and point pattern clustering; 9. Multiscale vision models; Appendix I. Variance stabilisation; Appendix II. Software information; Acronyms; References; Index.