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Data augmentation using image translation for underwater sonar image segmentation

In underwater environment, the study of object recognition is an important basis for implementing an underwater unmanned vessel. For this purpose, abundant experimental data to train deep learning model is required. However, it is very difficult to obtain these data because the underwater experiment...

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Detalles Bibliográficos
Autores principales: Lee, Eon-ho, Park, Byungjae, Jeon, Myung-Hwan, Jang, Hyesu, Kim, Ayoung, Lee, Sejin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9374219/
https://www.ncbi.nlm.nih.gov/pubmed/35960747
http://dx.doi.org/10.1371/journal.pone.0272602