IRSTDID-800: A Benchmark Analysis of Infrared Small Target Detection-Oriented Image Destriping

Shuai Yuan, Hanlin Qin, Xiang Yan, Naveed Akhtar, Shiqi Yang, and Shuowen Yang

Dataset

Description: This dataset is used to evaluate the effectiveness of destriping methods in improving infrared small target detention (IRSTD) tasks on stripy images. [Paper] [IRSTDID-800]

• Our project has the following structure:

  ├──./IRSTDID-800/
  │    ├── IRSTDID-SKY
  │    │    ├── Images
  │    │    │    ├── 0001.png
  │    │    │    ├── 0002.png
  │    │    │    ├── ...
  │    │    ├── Masks
  │    │    │    ├── 0001.png
  │    │    │    ├── 0002.png
  │    │    │    ├── ...
  │    ├── IRSTDID-GND
  │    │    ├── 00001.png
  │    │    ├── 00002.png
  │    │    ├── 00003.png
  
  

Framework

Pipeline

Citation

If you find the dataset useful, please consider citing our paper using the following BibTeX entry.

@ARTICLE{10695116,
  author={Yuan, Shuai and Qin, Hanlin and Yan, Xiang and Akhtar, Naveed and Yang, Shiqi and Yang, Shuowen},
  journal={IEEE Transactions on Geoscience and Remote Sensing}, 
  title={IRSTDID-800: A Benchmark Analysis of Infrared Small Target Detection-Oriented Image Destriping}, 
  year={2024},
  volume={62},
  number={},
  pages={1-18},
  keywords={Noise;Measurement;Benchmark testing;Object detection;Geoscience and remote sensing;Detectors;Correlation;Benchmark analysis;dataset;infrared (IR) image destriping;IR small target detection (IRSTD)},
  doi={10.1109/TGRS.2024.3468441}}

Contact

Welcome to raise issues or email to yuansy@stu.xidian.edu.cn for any question regarding our IRSTDID-800.