Fionn Murtagh's Books

Image Processing and Data Analysis

The Multiscale Approach

By: Jean-Luc Starck,Fionn Murtagh,A. Bijaoui

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Image Processing and Data Analysis

The Multiscale Approach

By: Jean-Luc Starck,Fionn Murtagh,A. Bijaoui

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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Page Count

301

Publisher

Cambridge University Press

Published Date

ISBN 10

0521599148

ISBN 13

9780521599146

Sparse Image and Signal Processing

Wavelets and Related Geometric Multiscale Analysis, Second Edition

By: Jean-Luc Starck,Fionn Murtagh,Jalal Fadili

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Sparse Image and Signal Processing

Wavelets and Related Geometric Multiscale Analysis, Second Edition

By: Jean-Luc Starck,Fionn Murtagh,Jalal Fadili

This thoroughly updated new edition presents state-of-the-art sparse and multiscale image and signal processing. It covers linear multiscale geometric transforms, such as wavelet, ridgelet, or curvelet transforms, and non-linear multiscale transforms based on the median and mathematical morphology operators. Along with an up-to-the-minute description of required computation, it covers the latest results in inverse problem solving and regularization, sparse signal decomposition, blind source separation, in-painting, and compressed sensing. New chapters and sections cover multiscale geometric transforms for three-dimensional data (data cubes), data on the sphere (geo-located data), dictionary learning, and nonnegative matrix factorization. The authors wed theory and practice in examining applications in areas such as astronomy, including recent results from the European Space Agency's Herschel mission, biology, fusion physics, cold dark matter simulation, medical MRI, digital media, and forensics. MATLAB® and IDL code, available online at www.SparseSignalRecipes.info, accompany these methods and all applications.

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Page Count

449

Publisher

Cambridge University Press

Published Date

ISBN 10

1316483304

ISBN 13

9781316483305

Data Science Foundations

Geometry and Topology of Complex Hierarchic Systems and Big Data Analytics

By: Fionn Murtagh

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Data Science Foundations

Geometry and Topology of Complex Hierarchic Systems and Big Data Analytics

By: Fionn Murtagh

Data Science Foundations is most welcome and, indeed, a piece of literature that the field is very much in need of...quite different from most data analytics texts which largely ignore foundational concepts and simply present a cookbook of methods...a very useful text and I would certainly use it in my teaching." - Mark Girolami, Warwick University Data Science encompasses the traditional disciplines of mathematics, statistics, data analysis, machine learning, and pattern recognition. This book is designed to provide a new framework for Data Science, based on a solid foundation in mathematics and computational science. It is written in an accessible style, for readers who are engaged with the subject but not necessarily experts in all aspects. It includes a wide range of case studies from diverse fields, and seeks to inspire and motivate the reader with respect to data, associated information, and derived knowledge.

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Page Count

224

Publisher

CRC Press

Published Date

ISBN 10

1498763944

ISBN 13

9781498763943

Correspondence Analysis and Data Coding with Java and R

By: Fionn Murtagh

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Correspondence Analysis and Data Coding with Java and R

By: Fionn Murtagh

Developed by Jean-Paul Benzerci more than 30 years ago, correspondence analysis as a framework for analyzing data quickly found widespread popularity in Europe. The topicality and importance of correspondence analysis continue, and with the tremendous computing power now available and new fields of application emerging, its significance is greater

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Page Count

253

Publisher

CRC Press

Published Date

ISBN 10

1420034944

ISBN 13

9781420034943

Sparse Image and Signal Processing

Wavelets and Related Geometric Multiscale Analysis, Second Edition

By: Jean-Luc Starck,Fionn Murtagh,Jalal Fadili

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Sparse Image and Signal Processing

Wavelets and Related Geometric Multiscale Analysis, Second Edition

By: Jean-Luc Starck,Fionn Murtagh,Jalal Fadili

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Page Count

449

Publisher

Cambridge University Press

Published Date

ISBN 10

1316483304

ISBN 13

9781316483305

Dublin

By: Fionn Davenport,Tom Smallman

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Dublin

By: Fionn Davenport,Tom Smallman

16 page full-color map section plus plans of Dublin's major attractions, a guide to the city's pubs, easy-to-follow walks around Dublin's highlights, and more.

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Page Count

272

Published Date

ISBN 10

0864426100

ISBN 13

9780864426109

Book's by Fionn Murtagh

Image Processing and Data Analysis

Image Processing and Data Analysis

Sparse Image and Signal Processing

Sparse Image and Signal Processing

Data Science Foundations

Data Science Foundations

Correspondence Analysis and Data Coding with Java and R

Correspondence Analysis and Data Coding with Java and R

Sparse Image and Signal Processing

Sparse Image and Signal Processing

Dublin

Dublin

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