Deterioration Level Estimation Based on Convolutional Neural Network Using Confidence-Aware Attention Mechanism for Infrastructure Inspection

This paper presents deterioration level estimation based on convolutional neural networks using a confidence-aware attention mechanism for infrastructure inspection. Spatial attention mechanisms try to highlight the important regions in feature maps for estimation by using an attention map. The atte...

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Detalles Bibliográficos
Autores principales: Ogawa, Naoki, Maeda, Keisuke, Ogawa, Takahiro, Haseyama, Miki
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8749752/
https://www.ncbi.nlm.nih.gov/pubmed/35009924
http://dx.doi.org/10.3390/s22010382

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8749752/
https://www.ncbi.nlm.nih.gov/pubmed/35009924
http://dx.doi.org/10.3390/s22010382

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