RunyuFan/UisNet-TGRS-2022

Code for TGRS 2022 paper "Fine-scale Urban Informal Settlements Mapping by Fusing Remote Sensing Images and Building Data via a Transformer-based Multimodal Fusion Network"

TGRS-UisNet

This repository is for our TGRS paper: "Fine-scale Urban Informal Settlements Mapping by Fusing Remote Sensing Images and Building Data via a Transformer-based Multimodal Fusion Network". (Please refer to https://ieeexplore.ieee.org/abstract/document/9877906/ )

The UIS-Shenzhen dataset can be obtained from：

(New link: Validity period from 2024/4/17 to 2024/5/17) 链接:https://pan.baidu.com/s/12safMvDcUs34TQL15eYQWw?pwd=7448  提取码:7448 复制这段内容打开「百度网盘APP 即可获取」

Note: The current version is in .jpg/.png format. If you need the precise geographical coordinates of the dataset (e.g. in .tif/.shp format), please email runyufan@cug.edu.cn and clarify your purpose for using this dataset.

If it is helpful for you, please cite the following references.

@ARTICLE{RunyuFan-UisNet,

  author={Fan, Runyu and Li, Fengpeng and Han, Wei and Yan, Jining and Li, Jun and Wang, Lizhe},

  journal={IEEE Transactions on Geoscience and Remote Sensing}, 

  title={Fine-Scale Urban Informal Settlements Mapping by Fusing Remote Sensing Images and Building Data via a Transformer-Based Multimodal Fusion Network}, 

  year={2022},

  volume={60},

  number={},

  pages={1-16},

  doi={10.1109/TGRS.2022.3204345}
  }