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Attention-Based Multi-Scale Convolutional Neural Network (A+MCNN) for Multi-Class Classification in Road Images

Automated pavement distress recognition is a key step in smart infrastructure assessment. Advances in deep learning and computer vision have improved the automated recognition of pavement distresses in road surface images. This task remains challenging due to the high variation of defects in shapes...

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Detalles Bibliográficos
Autores principales: Eslami, Elham, Yun, Hae-Bum
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8347086/
https://www.ncbi.nlm.nih.gov/pubmed/34372380
http://dx.doi.org/10.3390/s21155137