Description

Book Synopsis
This textbook offers an introduction to deep learning for solving inverse problems. It introduces deep neural networks and deep neural network based signal and image reconstruction techniques. It discusses robustness aspects, how to evaluate and test different methods, and data-centric aspects.

Deep Learning for Computational Imaging

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      Publisher: Oxford University Press
      Publication Date: 4/30/2025
      ISBN13: 9780198947189, 978-0198947189
      ISBN10: 0198947186
      Also in:
      Mathematics Applied mathematics

      Description

      Book Synopsis
      This textbook offers an introduction to deep learning for solving inverse problems. It introduces deep neural networks and deep neural network based signal and image reconstruction techniques. It discusses robustness aspects, how to evaluate and test different methods, and data-centric aspects.

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