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Underwater Object Classification in Sidescan Sonar Images Using Deep Transfer Learning and Semisynthetic Training Data

  • Published:2020 Issue: Volume:8 Page:47407-47418
  • ISSN:2169-3536
  • Container-title:IEEE Access
  • language:
  • Short-container-title:IEEE Access

Author:

Huo GuanyingORCID,Wu Ziyin,Li Jiabiao

Funder

National Natural Science Foundation of China

Scientific Research Fund of the Second Institute of Oceanography, Ministry of Natural Resources

Publisher

Institute of Electrical and Electronics Engineers (IEEE)

Subject

General Engineering,General Materials Science,General Computer Science

Cited by 80 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. A Review: Object Detection and Classification Using Side Scan Sonar Images via Deep Learning Techniques;Studies in Computational Intelligence;2024

2. Broad Learning Autoencoder With Graph Structure for Data Clustering;IEEE Transactions on Knowledge and Data Engineering;2024-01

3. Prototype Relation Embedding and Contrastive Learning for Improved Few-Shot Object Detection in Sonar Images;2023 IEEE 11th Joint International Information Technology and Artificial Intelligence Conference (ITAIC);2023-12-08

4. Deep Learning Algorithms for Sonar Imagery Analysis and Its Application in Aquaculture: A Review;IEEE Sensors Journal;2023-12-01

5. Super-Resolution of Underwater Sonar Image Based on Generative Adversarial Network;IECON 2023- 49th Annual Conference of the IEEE Industrial Electronics Society;2023-10-16
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