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Sonar Common Target Detection Dataset

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# SCTD
Dataset Name: Sonar Common Target Detection Dataset (SCTD) 1.0

Format: Pascal VOC with xml annotations. (voc2coco.py is also available)

Authors: [Dr. Peng Zhang](https://github.com/automlresearch/), [Dr. Mingqiang Ning](https://github.com/MingqiangNing), Zhisheng Zhang, Han Li, Yan Zhou, Prof. Yue Fan, Prof. Dandan Liu

This project is currently part of work in a manusript submitted to IEEE Transactions Geoscience and Remote Sensing. If you have any quenstion during utilization, please contact us.

The baseline code and weight has been submitted to [Dr Peng Zhang's repository](https://github.com/automlresearch/autodetector)

## Citation

If you find this dataset helpful, please kindly cite:
* M. Ning, J. Tang, H. Wu, H. Zhong and M. Ma, "An Efficient Subswath-Subband Chirp Z Transform Algorithm for Multiple-Receiver SAS Considering the Differential Range Curvature," in IEEE Transactions on Geoscience and Remote Sensing, vol. 63, pp. 1-19, 2025, Art no. 5207319, doi: 10.1109/TGRS.2025.3550427.
  ```
  @ARTICLE{10922190,
    author={Ning, Mingqiang and Tang, Jinsong and Wu, Haoran and Zhong, Heping and Ma, Mengbo},
    journal={IEEE Transactions on Geoscience and Remote Sensing}, 
    title={An Efficient Subswath-Subband Chirp Z Transform Algorithm for Multiple-Receiver SAS Considering the Differential Range Curvature}, 
    year={2025},
    volume={63},
    number={},
    pages={1-19},
    doi={10.1109/TGRS.2025.3550427}
    }
  ```
* P. Zhang, J. Tang, H. Zhong, M. Ning, D. Liu and K. Wu, "Self-Trained Target Detection of Radar and Sonar Images Using Automatic Deep Learning," in IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-14, 2022, Art no. 4701914, doi: 10.1109/TGRS.2021.3096011.  
  ```
  @article{AutoDL detector,
    title   = {Self-trained Target Detection of Radar and Sonar Images using Automatic Deep Learning},
    author  = {Peng Zhang, Jinsong Tang, Heping Zhong, Mingqiang Ning, Dandan Liu and Ke Wu},
    journal= {IEEE Transactions on Geoscience and Remote Sensing},
    year={2021}
  }
  ```

# Acknowledgement
Our financial support is from Prof. Jinsong Tang, Prof. Heping Zhong, Zhejiang Yusheng Ocean Technology Co., Ltd

## SCTD Community
SCTD serves for sonar image target recognition researchs of scientists from Tsinghua University, Fudan University, Shanghai University, Hohai University, Jiangxi University of Technology, et al.

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