Cross-city Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge
Yuheng Liu, Ye Wang, Yifan Zhang, Shaohui Mei, Jiaqi Zou, Zhuohong Li, Fangxiao Lu, Wei He, Hongyan Zhang, Huilin Zhao, Chuan Chen, Cong Xia, Hao Li, Gemine Vivone, Ronny Hansch, Gulsen Taskin, Jing Yao, Kai(Alex) Qin, Yuan-Sen Ting, Bing Zhang, Jocelyn Chanussot, and Danfeng Hong
The code in this toolbox implements the Cross-city Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge.
Please kindly cite the papers if this code is useful and helpful for your research.
Yuheng Liu, Ye Wang, Yifan Zhang, Shaohui Mei, Jiaqi Zou, Zhuohong Li, Fangxiao Lu, Wei He, Hongyan Zhang, Huilin Zhao, Chuan Chen, Cong Xia, Hao Li, Gemine Vivone, IEEE, Ronny Hansch, Gulsen Taskin, Jing Yao, Kai(Alex) Qin, Bing Zhang, Jocelyn Chanussot, and Danfeng Hong. Cross-city Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 17, pp. 8851-8862, 2024, doi: 10.1109/JSTARS.2024.3388464
@article{liu2024c2seg,
title={Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge},
author={Liu, Yuheng and Wang, Ye and Zhang, Yifan and Mei, Shaohui and Zou, Jiaqi and Li, Zhuohong and Lu, Fangxiao and He, Wei and Zhang, Hongyan and Zhao, Huilin and Chen, Chuan and Xia, Cong and Li, Hao and Vivone, Gemine and Hänsch, Ronny and Taskin, Gulsen and Yao, Jing and Qin, A. K. and Zhang, Bing and Chanussot, Jocelyn and Hong, Danfeng},
journal={IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing},
year={2024},
volume={17},
number={},
pages={8851-8862},
note = {DOI: 10.1109/JSTARS.2024.3388464}
}
The C2Seg datasets can be downloaded from our following paper:
Danfeng Hong, Bing Zhang, Hao Li, Yuxuan Li, Jing Yao, Chenyu Li, Martin Werner, Jocelyn Chanussot, Alexander Zipf, Xiao Xiang Zhu. Cross-City Matters: A Multimodal Remote Sensing Benchmark Dataset for Cross-City Semantic Segmentation using High-Resolution Domain Adaptation Networks. Remote Sensing of Environment, 2023, 299: 113856.
https://github.com/danfenghong/RSE_Cross-city
Copyright (C) 2023 Danfeng Hong
This program is free software: you can redistribute it and/or modify it under the terms of the GNU General Public License as published by the Free Software Foundation, version 3 of the License.
This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU General Public License for more details.
You should have received a copy of the GNU General Public License along with this program.
Hao Li: leebobgiser316@gmail.com
Danfeng Hong: hongdanfeng1989@gmail.com
Hao Li is with the Technical University of Munich, Germany; Department of Aerospace and Geodesy, Professorship of Big Geospatial Data Management.
Danfeng Hong is with the Aerospace Information Research Institute, Chinese Academy of Sciences, 100094 Beijing, China.