A multi-task driven and reconfigurable network for cloud detection in cloud-snow coexistence regions from very-high-resolution remote sensing images

MTDR-Net

• A multi-task driven and reconfigurable network (🚀🚀MTDR-Net🚀🚀) to better perform the cloud detection work in the very-high-resolution remote sensing cloud-snow coexistence scenes.

CloudS26

• To validate the cloud detection capability of the proposed MTDR-Net in the VHR cloud-snow coexistence region, we expanded the labeled WorldView02 remote sensing images from 6 to 26 based on previous work. The dataset is named 🚀🚀CloudS26🚀🚀. All the scenes in the dataset contain clouds and snow visible in the field of view.

DatasetAccess

•     The full CSWV dataset can be downloaded at [Baidu Disk] (https://pan.baidu.com/s/1xhEmgrHiw1weuRHXz1PV0g) (password: aag1). Any questions, contact Mr. Guangbin Zhang 💌<202072509@Yangtzeu.edu.cn>. This dataset is shared for academic purpose only. If you use the dataset, you should appropriately cite our paper (PDF):

Citation

Guangbin Zhang, Xianjun Gao, Jinhui Yang, Yuanwei Yang, Meilin Tan, Jie Xu, Yanjun Wang,
A multi-task driven and reconfigurable network for cloud detection in cloud-snow coexistence regions from very-high-resolution remote sensing images,
International Journal of Applied Earth Observation and Geoinformation,
Volume 114,
2022,
103070,
ISSN 1569-8432,
https://doi.org/10.1016/j.jag.2022.103070.