Crack Detection in Images of Masonry Using CNNs

While there is a significant body of research on crack detection by computer vision methods in concrete and asphalt, less attention has been given to masonry. We train a convolutional neural network (CNN) on images of brick walls built in a laboratory environment and test its ability to detect crack...

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Detalles Bibliográficos
Autores principales: Hallee, Mitchell J., Napolitano, Rebecca K., Reinhart, Wesley F., Glisic, Branko
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8309877/
https://www.ncbi.nlm.nih.gov/pubmed/34300668
http://dx.doi.org/10.3390/s21144929

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8309877/
https://www.ncbi.nlm.nih.gov/pubmed/34300668
http://dx.doi.org/10.3390/s21144929

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