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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)
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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)
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.
| Medios de comunicación | Libros Paperback Book (Libro con tapa blanda y lomo encolado) |
| Publicado | 30 de abril de 2025 |
| ISBN13 | 9780198947189 |
| Editores | Oxford University Press |
| Páginas | 240 |
| Dimensiones | 157 × 234 × 16 mm · 408 g |