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Self-supervised and semi-supervised learning for road condition estimation from distributed road-side cameras

Monitoring road conditions, e.g., water build-up due to intense rainfall, plays a fundamental role in ensuring road safety while increasing resilience to the effects of climate change. Distributed cameras provide an easy and affordable alternative to instrumented weather stations, enabling diffused...

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Detalles Bibliográficos
Autores principales: Garcea, Fabio, Blanco, Giacomo, Croci, Alberto, Lamberti, Fabrizio, Mamone, Riccardo, Ricupero, Ruben, Morra, Lia, Allamano, Paola
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9792450/
https://www.ncbi.nlm.nih.gov/pubmed/36572701
http://dx.doi.org/10.1038/s41598-022-26180-4