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  3. Image Processing and Data Analysis
  • Cited by 422
Publisher:
Cambridge University Press
Online publication date:
October 2009
Print publication year:
1998
Online ISBN:
9780511564352
DOI:
https://doi.org/10.1017/CBO9780511564352
Subjects:
Physics and Astronomy, Engineering, Image Processing and Machine Vision, General and Classical Physics
Information

Book 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

‘Undoubtedly, this book will be a welcome reference for anyone interested in using various image-processing methods.’

Andre Csillaghy Source: Scientific Computing World

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