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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Bibliographic Details
Main Authors: Eon-Ho Lee, Byungjae Park, Myung-Hwan Jeon, Hyesu Jang, Ayoung Kim, Sejin Lee
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2022-01-01
Series:PLoS ONE
Online Access:https://doi.org/10.1371/journal.pone.0272602