Stabilizing deep tomographic reconstruction: Part B. Convergence analysis and adversarial attacks

Due to lack of the kernel awareness, some popular deep image reconstruction networks are unstable. To address this problem, here we introduce the bounded relative error norm (BREN) property, which is a special case of the Lipschitz continuity. Then, we perform a convergence study consisting of two p...

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Detalles Bibliográficos
Autores principales: Wu, Weiwen, Hu, Dianlin, Cong, Wenxiang, Shan, Hongming, Wang, Shaoyu, Niu, Chuang, Yan, Pingkun, Yu, Hengyong, Vardhanabhuti, Varut, Wang, Ge
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9122974/
https://www.ncbi.nlm.nih.gov/pubmed/35607615
http://dx.doi.org/10.1016/j.patter.2022.100475

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9122974/
https://www.ncbi.nlm.nih.gov/pubmed/35607615
http://dx.doi.org/10.1016/j.patter.2022.100475

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