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Anomaly detection in images with shared autoencoders

Anomaly detection is a classical problem in computer vision, namely the determination of the normal from the abnormal when datasets are highly biased toward one class (normal) due to the insufficient sample size of the other class (abnormal). We introduce a novel model that utilizes two decoders to...

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Detalles Bibliográficos
Autores principales: Jia, Haoyang, Liu, Wenfen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9848433/
https://www.ncbi.nlm.nih.gov/pubmed/36687205
http://dx.doi.org/10.3389/fnbot.2022.1046867