Paul M. Mather's Books

Computer Processing of Remotely-Sensed Images

An Introduction

By: Paul M. Mather,Magaly Koch

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Computer Processing of Remotely-Sensed Images

An Introduction

By: Paul M. Mather,Magaly Koch

This fourth and full colour edition updates and expands a widely-used textbook aimed at advanced undergraduate and postgraduate students taking courses in remote sensing and GIS in Geography, Geology and Earth/Environmental Science departments. Existing material has been brought up to date and new material has been added. In particular, a new chapter, exploring the two-way links between remote sensing and environmental GIS, has been added. New and updated material includes: A website at www.wiley.com/go/mather4 that provides access to an updated and expanded version of the MIPS image processing software for Microsoft Windows, PowerPoint slideshows of the figures from each chapter, and case studies, including full data sets, Includes new chapter on Remote Sensing and Environmental GIS that provides insights into the ways in which remotely-sensed data can be used synergistically with other spatial data sets, including hydrogeological and archaeological applications, New section on image processing from a computer science perspective presented in a non-technical way, including some remarks on statistics, New material on image transforms, including the analysis of temporal change and data fusion techniques, New material on image classification including decision trees, support vector machines and independent components analysis, and Now in full colour throughout. This book provides the material required for a single semester course in Environmental Remote Sensing plus additional, more advanced, reading for students specialising in some aspect of the subject. It is written largely in non-technical language yet it provides insights into more advanced topics that some may consider too difficult for a non-mathematician to understand. The case studies available from the website are fully-documented research projects complete with original data sets. For readers who do not have access to commercial image processing software, MIPS provides a licence-free, intuitive and comprehensive alternative.

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Page Count

686

Publisher

John Wiley & Sons

Published Date

ISBN 10

1119956404

ISBN 13

9781119956402

Classification Methods for Remotely Sensed Data

By: Taskin Kavzoglu,Brandt Tso,Paul M. Mather

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Classification Methods for Remotely Sensed Data

By: Taskin Kavzoglu,Brandt Tso,Paul M. Mather

The third edition of the bestselling Classification Methods for Remotely Sensed Data covers current state-of-the-art machine learning algorithms and developments in the analysis of remotely sensed data. This book is thoroughly updated to meet the needs of readers today and provides six new chapters on deep learning, feature extraction and selection, multisource image fusion, hyperparameter optimization, accuracy assessment with model explainability, and object-based image analysis, which is relatively a new paradigm in image processing and classification. It presents new AI-based analysis tools and metrics together with ongoing debates on accuracy assessment strategies and XAI methods. New in this edition: Provides comprehensive background on the theory of deep learning and its application to remote sensing data. Includes a chapter on hyperparameter optimization techniques to guarantee the highest performance in classification applications. Outlines the latest strategies and accuracy measures in accuracy assessment and summarizes accuracy metrics and assessment strategies. Discusses the methods used for explaining inherent structures and weighing the features of ML and AI algorithms that are critical for explaining the robustness of the models. This book is intended for industry professionals, researchers, academics, and graduate students who want a thorough and up-to-date guide to the many and varied techniques of image classification applied in the fields of geography, geospatial and earth sciences, electronic and computer science, environmental engineering, etc.

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Page Count

444

Publisher

CRC Press

Published Date

ISBN 10

104009905X

ISBN 13

9781040099056

Essentials of Communication Sciences & Disorders

By: Paul T. Fogle

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Essentials of Communication Sciences & Disorders

By: Paul T. Fogle

Undergraduate students enrolled in Speech-Language Pathology or Audiology programs need a broad overview of the modalities of humans communication as well as an understanding of communication disorders in adults and children such as disorders of articulation, voice, cognition, fluency, hearing impairments as well as the social and emotional effects on the patient and their family. Essentials of Communication Sciences & Disorders provides an accessible and engaging introduction for students new to communication and sciences disorders. It covers foundational information about speech disorders in both children and adults, as well as providing numerous key features to reinforce this learning. Overall, it provides a comprehensive overview of the profession as a whole"--

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Page Count

590

Publisher

Jones & Bartlett Learning

Published Date

ISBN 10

1284235823

ISBN 13

9781284235821

Classification Methods for Remotely Sensed Data

By: Paul Mather,Brandt Tso

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Classification Methods for Remotely Sensed Data

By: Paul Mather,Brandt Tso

Remote sensing is an integral part of geography, GIS and cartography, used by academics in the field and professionals in all sorts of occupations. The 1990s saw the development of a range of new methods of classifying remote sensing images and data, both optical imaging and microwave imaging. This comprehensive survey of the various techniques pul

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Page Count

358

Publisher

CRC Press

Published Date

ISBN 10

0203303563

ISBN 13

9780203303566

Computer Processing of Remotely-Sensed Images

An Introduction

By: Paul M. Mather

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Computer Processing of Remotely-Sensed Images

An Introduction

By: Paul M. Mather

Remotely-sensed images of the Earth's surface provide a valuable source of information about the geographical distribution and properties of natural and cultural features. This fully revised and updated edition of a highly regarded textbook deals with the mechanics of processing remotely-senses images. Presented in an accessible manner, the book covers a wide range of image processing and pattern recognition techniques. Features include: New topics on LiDAR data processing, SAR interferometry, the analysis of imaging spectrometer image sets and the use of the wavelet transform. An accompanying CD-ROM with: updated MIPS software, including modules for standard procedures such as image display, filtering, image transforms, graph plotting, import of data from a range of sensors. A set of exercises, including data sets, illustrating the application of discussed methods using the MIPS software. An extensive list of WWW resources including colour illustrations for easy download. For further information, including exercises and latest software information visit the Author's Website at: http://homepage.ntlworld.com/paul.mather/ComputerProcessing3/

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Page Count

442

Publisher

John Wiley & Sons

Published Date

ISBN 10

0470021012

ISBN 13

9780470021019

Book's by Paul M. Mather

Computer Processing of Remotely-Sensed Images

Computer Processing of Remotely-Sensed Images

Classification Methods for Remotely Sensed Data

Classification Methods for Remotely Sensed Data

Essentials of Communication Sciences & Disorders

Essentials of Communication Sciences & Disorders

Classification Methods for Remotely Sensed Data

Classification Methods for Remotely Sensed Data

Computer Processing of Remotely-Sensed Images

Computer Processing of Remotely-Sensed Images

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