Combined CNN and RNN Neural Networks for GPR Detection of Railway Subgrade Diseases

Vehicle-mounted ground-penetrating radar (GPR) has been used to non-destructively inspect and evaluate railway subgrade conditions. However, existing GPR data processing and interpretation methods mostly rely on time-consuming manual interpretation, and limited studies have applied machine learning...

Descripción completa

Detalles Bibliográficos
Autores principales: Liu, Huan, Wang, Shilei, Jing, Guoqing, Yu, Ziye, Yang, Jin, Zhang, Yong, Guo, Yunlong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10304807/
https://www.ncbi.nlm.nih.gov/pubmed/37420549
http://dx.doi.org/10.3390/s23125383

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10304807/
https://www.ncbi.nlm.nih.gov/pubmed/37420549
http://dx.doi.org/10.3390/s23125383

Ejemplares similares