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

Internet

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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