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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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Detalles Bibliográficos
Autores principales: Palevičius, Paulius, Pal, Mayur, Landauskas, Mantas, Orinaitė, Ugnė, Timofejeva, Inga, Ragulskis, Minvydas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9145296/
https://www.ncbi.nlm.nih.gov/pubmed/35632070
http://dx.doi.org/10.3390/s22103662