Study on Accuracy Improvement of Slope Failure Region Detection Using Mask R-CNN with Augmentation Method

We proposed an automatic detection method of slope failure regions using a semantic segmentation method called Mask R-CNN based on a deep learning algorithm to improve the efficiency of damage assessment in the event of slope failure disaster. There is limited research on detecting landslides by dee...

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Detalles Bibliográficos
Autores principales: Kubo, Shiori, Yamane, Tatsuro, Chun, Pang-jo
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460332/
https://www.ncbi.nlm.nih.gov/pubmed/36080871
http://dx.doi.org/10.3390/s22176412

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9460332/
https://www.ncbi.nlm.nih.gov/pubmed/36080871
http://dx.doi.org/10.3390/s22176412

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