Crack Detection in Images of Masonry Using CNNs

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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Bibliographic Details
Main Authors: Mitchell J. Hallee, Rebecca K. Napolitano, Wesley F. Reinhart, Branko Glisic
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Sensors
Subjects:
computer vision
crack detection
structural health monitoring
masonry
machine learning
convolutional neural network
Online Access:https://www.mdpi.com/1424-8220/21/14/4929

Internet

https://www.mdpi.com/1424-8220/21/14/4929

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