Titolo: Machine Learning for Tomographic Imaging (Programme: IOP Expanding Physics)
Editore: Iop Publishing Ltd
Data di pubblicazione: 2020
Lingua: Inglese
ISBN 10: 0750322144
ISBN 13: 9780750322140
Rilegatura: Rilegato
Condizione: New

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Riassunto

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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