Machine Learning for Tomographic Imaging (Programme: IOP Expanding Physics)

Wang, Prof. Ge; Zhang, Prof. Yi; Ye, Prof. Xiaojing; Mou, Prof. Xuanqin

ISBN 10: 0750322144 ISBN 13: 9780750322140

Published by Iop Publishing Ltd, 2020

Language: English

Condition: New Hardcover

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Bibliographic Details

Title

Machine Learning for Tomographic Imaging (Programme: IOP Expanding Physics)

Publisher

Iop Publishing Ltd

Publication Date

2020

Language

English

ISBN 10

0750322144

ISBN 13

9780750322140

Binding

Hardcover

Condition

New

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About this title

Synopsis

Written by leading researchers in the field, Machine Learning for Tomographic Imaging presents a unified overview of deep-learning-based tomographic imaging. Key concepts, including classic reconstruction ideas and human vision inspired insights, are introduced as a foundation for a thorough examination of artificial neural networks and deep tomographic reconstruction. An engaging and accessible style makes this book an ideal introduction for those in applied disciplines, as well as those in more theoretical fields who wish to learn about application contexts. Hands-on projects are also suggested, and links to open source software, working datasets, and network models are included.

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