Mathematical Modeling and Essential Regularization for Imaging Applications - From Variational Models to Deep Learning Algorithms

This Element aims to survey, review and discuss image processing methods, emphasizing foundations, algorithms (and codes) and open challenges of high order and nonlocal regularizers for imaging tasks in commonly practised application scenarios.