Deep learning for computational imaging
Auteur :
Heckel, Prof Reinhard
Éditeur :
Oxford University Press
ISBN :
9780198947172
Date de publication :
30 avr. 2025
Dimensions :
24,2 x 16,1 x 1,8 cm
Poids :
534 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
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.