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DEEP GENERATIVE STORM MODEL FOR DYNAMIC IMAGING

We introduce a novel generative smoothness regularization on manifolds (SToRM) model for the recovery of dynamic image data from highly undersampled measurements. The proposed generative framework represents the image time series as a smooth non-linear function of low-dimensional latent vectors that...

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Detalhes bibliográficos
Publicado no:Proc IEEE Int Symp Biomed Imaging
Main Authors: Zou, Qing, Ahmed, Abdul Haseeb, Nagpal, Prashant, Kruger, Stanley, Jacob, Mathews
Formato: Artigo
Idioma:Inglês
Publicado em: 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8320670/
https://ncbi.nlm.nih.gov/pubmed/34336134
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1109/isbi48211.2021.9433839
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