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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      Book details

      Publisher Oxford University Press
      Published 4/30/2025
      ISBN-13 9780198947189
      978-0198947189
      ISBN-10 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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