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Machine Learning for Tomographic Imaging by Ge Wang

Machine Learning for Tomographic Imaging

by Ge Wang , Yi Zhang , Xiaojing Ye
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Book cover type: Paperback
  • ISBN13: 9780750322171
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Institute of Physics Publishing
  • Publisher Imprint: Institute of Physics Publishing
  • Publication Date:
  • Pages: 412
  • Original Price: GBP 25.0
  • Language: English
  • Edition: N/A
  • Item Weight: 713 grams
  • BISAC Subject(s): Imaging Systems

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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