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Anomaly Detection via Progressive Reconstruction and Hierarchical Feature Fusion

The main challenges in reconstruction-based anomaly detection include the breakdown of the generalization gap due to improved fitting capabilities and the overfitting problem arising from simulated defects. To overcome this, we propose a new method called PRFF-AD, which utilizes progressive reconstr...

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Detalles Bibliográficos
Autores principales: Liu, Fei, Zhu, Xiaoming, Feng, Pingfa, Zeng, Long
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10647205/
https://www.ncbi.nlm.nih.gov/pubmed/37960450
http://dx.doi.org/10.3390/s23218750