Image Processing and Data Analysis: The Multiscale Approach

Image Processing and Data Analysis: The Multiscale Approach
ISBN-10
0521599148
ISBN-13
9780521599146
Category
Science
Pages
301
Language
English
Published
1998-05-21
Publisher
Cambridge University Press
Authors
Jean-Luc Starck, Fionn D. Murtagh, Albert Bijaoui

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.

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