Uncertainty Estimation Using Variational Mixture of Gaussians Capsule Network for Health Image Classification

Capsule Networks have shown great promise in image recognition due to their ability to recognize the pose, texture, and deformation of objects and object parts. However, the majority of the existing capsule networks are deterministic with limited ability to express uncertainty. Many of them tend to...

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Detalles Bibliográficos
Autores principales: Mensah, Patrick Kwabena, Ayidzoe, Mighty Abra, Opoku, Alex Akwasi, Adu, Kwabena, Weyori, Benjamin Asubam, Nti, Isaac Kofi, Nimbe, Peter
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9546641/
https://www.ncbi.nlm.nih.gov/pubmed/36210972
http://dx.doi.org/10.1155/2022/4984490

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9546641/
https://www.ncbi.nlm.nih.gov/pubmed/36210972
http://dx.doi.org/10.1155/2022/4984490

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