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Hierarchical Image Transformation and Multi-Level Features for Anomaly Defect Detection

Anomalies are a set of samples that do not follow the normal behavior of the majority of data. In an industrial dataset, anomalies appear in a very small number of samples. Currently, deep learning-based models have achieved important advances in image anomaly detection. However, with general models...

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Detalles Bibliográficos
Autores principales: Farady, Isack, Kuo, Chia-Chen, Ng, Hui-Fuang, Lin, Chih-Yang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9861680/
https://www.ncbi.nlm.nih.gov/pubmed/36679785
http://dx.doi.org/10.3390/s23020988