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Deep Learning for Computational Imaging

Heckel Prof Reinhard (Professor of Machine Learning (Tenured Associate Professor) Professor of Machine Learning (Tenured Associate Professor) Technical University of Munich)

9780198947189

Deep Learning for Computational Imaging - Heckel Prof Reinhard (Professor of Machine Learning (Tenured Associate Professor) Professor of Machine Learning (Tenured Associate Professor) Technical University of Munich) - 9780198947189 onload="displayBookAvailableStatusC()"/>
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Additional Information
Author(s) :- Heckel Prof Reinhard (Professor of Machine Learning (Tenured Associate Professor) Professor of Machine Learning (Tenured Associate Professor) Technical University of Munich) Format :- Paperback
Publisher :- Oxford University Press Pub. Date :- 2025-04-30
ISBN-13 :- 9780198947189
Pagination :- 240 pages
Dimensions :- 234 x 157 x 16
Weight :- 408
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Description

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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