Automatic Detection of Cracks on Concrete Surfaces in the Presence of Shadows

Automatic Detection of Cracks on Concrete Surfaces in the Presence of Shadows

Deep learning-based methods, especially convolutional neural networks, have been developed to automatically process the images of concrete surfaces for crack identification tasks. Although deep learning-based methods claim very high accuracy, they often ignore the complexity of the image collection...

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Bibliographic Details
Main Authors: Paulius Palevičius, Mayur Pal, Mantas Landauskas, Ugnė Orinaitė, Inga Timofejeva, Minvydas Ragulskis
Format: Article
Language:English
Published: MDPI AG 2022-05-01
Series:Sensors
Subjects:
concrete crack detection
deep learning
convolution neural networks
image classification
image augmentation
Online Access:https://www.mdpi.com/1424-8220/22/10/3662

Internet

https://www.mdpi.com/1424-8220/22/10/3662

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