Published June 20, 2024
| Version 1.0
Model
Open
ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model
Creators
-
1.
The University of Tokyo
-
2.
RIKEN Center for Advanced Intelligence Project
-
3.
Wuhan University
Description
Checkpoints and prediction results of ChangeMamba
ChangeMamba serves as a strong benchmark for change detection tasks, including binary change detection (MambaBCD), semantic change detection (MambaSCD), and building damage assessment (MambaBDA).
For more details, please refer to our paper and visit our GitHub repo.
Citation
If you find ChangeMamba useful in your research, please kindly consider citing:
@ARTICLE{Chen2024ChangeMamba,
author={Chen, Hongruixuan and Song, Jian and Han, Chengxi and Xia, Junshi and Yokoya, Naoto},
journal={IEEE Transactions on Geoscience and Remote Sensing},
title={ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model},
year={2024},
volume={62},
number={},
pages={1-20},
doi={10.1109/TGRS.2024.3417253}
}Files
prediction.zip
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Additional details
Identifiers
Related works
- Is described by
- Journal: 10.1109/TGRS.2024.3417253 (DOI)
Software
- Repository URL
- https://github.com/ChenHongruixuan/MambaCD
- Programming language
- Python
- Development Status
- Active
References
- H. Chen, J. Song, C. Han, J. Xia and N. Yokoya, "ChangeMamba: Remote Sensing Change Detection With Spatiotemporal State Space Model," in IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-20, 2024, Art no. 4409720, doi: 10.1109/TGRS.2024.3417253.