Side Scan Sonar Shipwreck Image Recognition Algorithm based on Transfer Learning and Deep Learning

Current underwater shipwreck side scan sonar samples are few and difficult to label. With small sample sizes, their image recognition accuracy with a convolutional neural network model is low. In this study, we proposed an image recognition method for shipwreck side scan sonar that combines transfer...

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Bibliographic Details
Main Authors: Zhang Boyu, Wang Xiao, Li Shudong, Yang Jinghua
Format: Article
Language:English
Published: EDP Sciences 2021-01-01
Series:E3S Web of Conferences
Online Access:https://www.e3s-conferences.org/articles/e3sconf/pdf/2021/66/e3sconf_icgec2021_02020.pdf