Image Processing and Data Analysis
The Multiscale Approach
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Image Processing and Data Analysis by Jean-Luc Starck
Book DescriptionPowerful 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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Book DetailsISBN: 9780521599146
(247mm x 174mm x 16mm)
Imprint: Cambridge University Press
Publisher: Cambridge University Press
Publish Date: 21-May-1998
Country of Publication: United Kingdom
Books By Author Jean-Luc Starck
Statistical Challenges in 21st Century Cosmology (IAU S306), Hardback (July 2015)» View all books by Jean-Luc Starck
Addresses the intricate mathematical methods needed to extract scientific insights from large and complicated datasets.
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