task_categories:image-classification task_categories:zero-shot-image-classification license:other region:us
---
dataset_info:
  features:
  - name: image
    dtype: image
  - name: label
    dtype:
      class_label:
        names:
          '0': agriculture
          '1': commercial
          '2': harbor
          '3': idle_land
          '4': industrial
          '5': meadow
          '6': overpass
          '7': park
          '8': pond
          '9': residential
          '10': river
          '11': water
  splits:
  - name: train
    num_bytes: 158215614.4
    num_examples: 2400
  download_size: 147702566
  dataset_size: 158215614.4
license: other
task_categories:
- image-classification
- zero-shot-image-classification
---
# Dataset Card for "SIRI-WHU"

## Dataset Description

- **Paper** [Dirichlet-derived multiple topic scene classification model for high spatial resolution remote sensing imagery](https://ieeexplore.ieee.org/iel7/36/4358825/07329997.pdf)
- **Paper** [The Fisher kernel coding framework for high spatial resolution scene classification](https://www.mdpi.com/2072-4292/8/2/157/pdf)
- **Paper** [Bag-of-visual-words scene classifier with local and global features for high spatial resolution remote sensing imagery](https://ieeexplore.ieee.org/iel7/8859/7473942/07466064.pdf)

### Licensing Information

CC BY-NC-ND

## Citation Information

[Dirichlet-derived multiple topic scene classification model for high spatial resolution remote sensing imagery](https://ieeexplore.ieee.org/iel7/36/4358825/07329997.pdf)

[The Fisher kernel coding framework for high spatial resolution scene classification](https://www.mdpi.com/2072-4292/8/2/157/pdf)

[Bag-of-visual-words scene classifier with local and global features for high spatial resolution remote sensing imagery](https://ieeexplore.ieee.org/iel7/8859/7473942/07466064.pdf)

```
@article{zhao2015dirichlet,
  title={Dirichlet-derived multiple topic scene classification model for high spatial resolution remote sensing imagery},
  author={Zhao, Bei and Zhong, Yanfei and Xia, Gui-Song and Zhang, Liangpei},
  journal={IEEE Transactions on Geoscience and Remote Sensing},
  volume={54},
  number={4},
  pages={2108--2123},
  year={2015},
  publisher={IEEE}
}
@article{zhao2016fisher,
  title={The Fisher kernel coding framework for high spatial resolution scene classification},
  author={Zhao, Bei and Zhong, Yanfei and Zhang, Liangpei and Huang, Bo},
  journal={Remote Sensing},
  volume={8},
  number={2},
  pages={157},
  year={2016},
  publisher={MDPI}
}
@article{zhu2016bag,
  title={Bag-of-visual-words scene classifier with local and global features for high spatial resolution remote sensing imagery},
  author={Zhu, Qiqi and Zhong, Yanfei and Zhao, Bei and Xia, Gui-Song and Zhang, Liangpei},
  journal={IEEE Geoscience and Remote Sensing Letters},
  volume={13},
  number={6},
  pages={747--751},
  year={2016},
  publisher={IEEE}
}
```