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Defect Detection of Subway Tunnels Using Advanced U-Net Network

In this paper, we present a novel defect detection model based on an improved U-Net architecture. As a semantic segmentation task, the defect detection task has the problems of background–foreground imbalance, multi-scale targets, and feature similarity between the background and defects in the real...

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Detalles Bibliográficos
Autores principales: Wang, An, Togo, Ren, Ogawa, Takahiro, Haseyama, Miki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8955254/
https://www.ncbi.nlm.nih.gov/pubmed/35336501
http://dx.doi.org/10.3390/s22062330