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Estimation of Degradation Degree in Road Infrastructure Based on Multi-Modal ABN Using Contrastive Learning

This study presents a method for distress image classification in road infrastructures introducing self-supervised learning. Self-supervised learning is an unsupervised learning method that does not require class labels. This learning method can reduce annotation efforts and allow the application of...

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Detalles Bibliográficos
Autores principales:	Higashi, Takaaki, Ogawa, Naoki, Maeda, Keisuke, Ogawa, Takahiro, Haseyama, Miki
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	MDPI 2023
Materias:	Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9919028/ https://www.ncbi.nlm.nih.gov/pubmed/36772694 http://dx.doi.org/10.3390/s23031657

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