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A scalable thin-film defect quantify model under imbalanced regression and classification task based on computer vision

Optical coating damage detection is a part of both industrial production and scientific research. Traditional methods require sophisticated expert systems or experienced front-line producers, and the cost of these methods rises dramatically when film types or inspection environments change. In pract...

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Detalles Bibliográficos
Autores principales: Yang, Guoliang, Zhou, Gaohao, Wang, Changyuan, Mu, Jing, Yang, Zhenhu, Li, Yuan, Su, Junhong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9971186/
https://www.ncbi.nlm.nih.gov/pubmed/36865455
http://dx.doi.org/10.1016/j.heliyon.2023.e13701