Side-Scan Sonar Image Classification Based on Style Transfer and Pre-Trained Convolutional Neural Networks

Side-Scan Sonar Image Classification Based on Style Transfer and Pre-Trained Convolutional Neural Networks

Side-scan sonar is widely used in underwater rescue and the detection of undersea targets, such as shipwrecks, aircraft crashes, etc. Automatic object classification plays an important role in the rescue process to reduce the workload of staff and subjective errors caused by visual fatigue. However,...

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Bibliographic Details
Main Authors: Qiang Ge, Fengxue Ruan, Baojun Qiao, Qian Zhang, Xianyu Zuo, Lanxue Dang
Format: Article
Language:English
Published: MDPI AG 2021-07-01
Series:Electronics
Subjects:
style transfer
target classification
side-scan sonar images
transfer learning
convolutional neural network
Online Access:https://www.mdpi.com/2079-9292/10/15/1823

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