license:other region:us
---
dataset_info:
  features:
  - name: image
    dtype: image
  - name: label
    sequence:
      class_label:
        names:
          '0': airplane
          '1': bare soil
          '2': buildings
          '3': cars
          '4': chaparral
          '5': court
          '6': dock
          '7': field
          '8': grass
          '9': mobile home
          '10': pavement
          '11': sand
          '12': sea
          '13': ship
          '14': tanks
          '15': trees
          '16': water
  splits:
  - name: train
    num_bytes: 438859816.5
    num_examples: 2100
  download_size: 416309630
  dataset_size: 438859816.5
license: other
---
# Dataset Card for "UC_Merced_LandUse_MultiLabel"

## Dataset Description

- **Paper:** [Bag-of-visual-words and spatial extensions for land-use classification](https://dl.acm.org/doi/pdf/10.1145/1869790.1869829)
- **Paper:** [Multilabel Remote Sensing Image Retrieval Using a Semisupervised Graph-Theoretic Method](https://ieeexplore.ieee.org/iel7/36/4358825/08089668.pdf)

### Licensing Information

Public Domain; “Map services and data available from U.S. Geological Survey, National Geospatial Program.”


## Citation Information
Imagery:

[Bag-of-visual-words and spatial extensions for land-use classification](https://dl.acm.org/doi/pdf/10.1145/1869790.1869829)

Multilabels:

[Multilabel Remote Sensing Image Retrieval Using a Semisupervised Graph-Theoretic Method](https://ieeexplore.ieee.org/iel7/36/4358825/08089668.pdf)
```
@inproceedings{yang2010bag,
  title        = {Bag-of-visual-words and spatial extensions for land-use classification},
  author       = {Yang, Yi and Newsam, Shawn},
  year         = 2010,
  booktitle    = {Proceedings of the 18th SIGSPATIAL international conference on advances in geographic information systems},
  pages        = {270--279}
}
@article{8089668,
  title        = {Multilabel Remote Sensing Image Retrieval Using a Semisupervised Graph-Theoretic Method},
  author       = {Chaudhuri, Bindita and Demir, Begüm and Chaudhuri, Subhasis and Bruzzone, Lorenzo},
  year         = 2018,
  journal      = {IEEE Transactions on Geoscience and Remote Sensing},
  volume       = 56,
  number       = 2,
  pages        = {1144--1158},
  doi          = {10.1109/TGRS.2017.2760909}
}
```