Deep learning methods for inverse problems

In this paper we investigate a variety of deep learning strategies for solving inverse problems. We classify existing deep learning solutions for inverse problems into three categories of Direct Mapping, Data Consistency Optimizer, and Deep Regularizer. We choose a sample of each inverse problem typ...

Descripción completa

Detalles Bibliográficos
Autores principales: Kamyab, Shima, Azimifar, Zohreh, Sabzi, Rasool, Fieguth, Paul
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2022
Materias:
Artificial Intelligence
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9137882/
https://www.ncbi.nlm.nih.gov/pubmed/35634121
http://dx.doi.org/10.7717/peerj-cs.951

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9137882/
https://www.ncbi.nlm.nih.gov/pubmed/35634121
http://dx.doi.org/10.7717/peerj-cs.951

Ejemplares similares