Deep Learning for Computational Imaging

Computational techniques for image reconstruction problems enable imaging technologies including high-resolution microscopy, astronomy and seismology, computed tomography, and magnetic resonance imaging. Until recently, methods for solving such inverse problems were derived by experts without any learning. Now, the best performing image reconstruction methods are based on deep learning.

This textbook gives the first comprehensive introduction to deep learning based image reconstruction meth...