On the use of machine learning for solving computational imaging problems

It has recently been recognized that compressed sensing, especially dictionaries and related methods, formally map to machine learning architectures, e.g. recurrent neural networks. This has led to rapid growth in algorithms and methods based on deep neural networks (but not only) for solving a vari...

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Bibliographic Details
Main Author: Barbastathis, George
Other Authors: Massachusetts Institute of Technology. Department of Mechanical Engineering
Format: Article
Language:English
Published: SPIE 2021
Online Access:https://hdl.handle.net/1721.1/129723