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Inspection of Underwater Hull Surface Condition Using the Soft Voting Ensemble of the Transfer-Learned Models

In this study, we propose a method for inspecting the condition of hull surfaces using underwater images acquired from the camera of a remotely controlled underwater vehicle (ROUV). To this end, a soft voting ensemble classifier comprising six well-known convolutional neural network models was used....

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Detalles Bibliográficos
Autores principales: Kim, Byung Chul, Kim, Hoe Chang, Han, Sungho, Park, Dong Kyou
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9231155/
https://www.ncbi.nlm.nih.gov/pubmed/35746174
http://dx.doi.org/10.3390/s22124392