Mineset Dataset

Overview

The Mineset Dataset is a remote sensing dataset used in the paper:

[Height Knowledge-Guided Open-Pit Mine Extraction Network for High-Resolution Remote Sensing Imagery] IEEE, 2024. https://ieeexplore.ieee.org/document/11370143

This dataset is designed for mining-related remote sensing analysis, supporting tasks such as semantic segmentationin mining areas.

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Dataset Structure

The dataset is provided in compressed format:

• image.tar — remote sensing images
• annotation.tar — corresponding annotation files

After extraction, the dataset structure is:

image/
annotation/

Each image has a corresponding annotation file with the same filename.

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Data Format

• Images: High-resolution remote sensing imagery (e.g., .tif)
• Annotations: Pixel-level labels (format depends on task definition in the original paper)

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Applications

This dataset can be used for:

• Mining area detection

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Citation

If you use this dataset, please cite the original paper:

@ARTICLE{11370143,
  author={Liao, Jia and Yang, Ruoyu and Guo, Qi and Xiao, Kaiyi and Liu, Yinhe},
  journal={IEEE Geoscience and Remote Sensing Letters}, 
  title={Height Knowledge-Guided Open-Pit Mine Extraction Network for High-Resolution Remote Sensing Imagery}, 
  year={2026},
  volume={23},
  number={},
  pages={1-5},
  keywords={Remote sensing;Data mining;Land surface;Feature extraction;Semantic segmentation;Estimation;Measurement;Visualization;Training;Knowledge engineering;Height knowledge;high-resolution remote sensing imagery;mine extraction;semantic segmentation network},
  doi={10.1109/LGRS.2026.3660189}}

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Notes

• This dataset is released for research purposes only.
• Please refer to the original paper for detailed annotation protocols and experimental settings.
• Users should ensure compliance with any licensing or usage restrictions associated with the original data sources.

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Contact

For questions regarding the dataset, please refer to the original publication or contact the dataset authors.