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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    View other formats and editions of Deep Learning for Computational Imaging by

    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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