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Analysis of the Region of Interest According to CNN Structure in Hierarchical Pattern Surface Inspection Using CAM

A convolutional neural network (CNN), which exhibits excellent performance in solving image-based problem, has been widely applied to various industrial problems. In general, the CNN model was applied to defect inspection on the surface of raw materials or final products, and its accuracy also showe...

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Detalles Bibliográficos
Autores principales: Moon, In Yong, Lee, Ho Won, Kim, Se-Jong, Oh, Young-Seok, Jung, Jaimyun, Kang, Seong-Hoon
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8122604/
https://www.ncbi.nlm.nih.gov/pubmed/33919231
http://dx.doi.org/10.3390/ma14092095