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Railway Track Inspection Using Deep Learning Based on Audio to Spectrogram Conversion: An on-the-Fly Approach

The periodic inspection of railroad tracks is very important to find structural and geometrical problems that lead to railway accidents. Currently, in Pakistan, rail tracks are inspected by an acoustic-based manual system that requires a railway engineer as a domain expert to differentiate between d...

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Detalles Bibliográficos
Autores principales: Hashmi, Muhammad Shadab Alam, Ibrahim, Muhammad, Bajwa, Imran Sarwar, Siddiqui, Hafeez-Ur-Rehman, Rustam, Furqan, Lee, Ernesto, Ashraf, Imran
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8914836/
https://www.ncbi.nlm.nih.gov/pubmed/35271130
http://dx.doi.org/10.3390/s22051983