tesilin / 3s_cloud_removal

3S_Cloud_Removal

ZJU GIS 3S 图像预处理——去云雾组

仓库结构

网络结构对应任务，比如SpAGAN在./Cloud Removal/SpA GAN

文档、记录、最后的报告同步到./Documents

参考文献

[1] K. He, J. Sun and X. Tang, "Single Image Haze Removal Using Dark Channel Prior," in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 33, no. 12, pp. 2341-2353, Dec. 2011, doi: 10.1109/TPAMI.2010.168. [2] R. Zhang, P. Isola, A. A. Efros,E. Shechtman, O. Wang.The Unreasonable Effectiveness of Deep Features as a Perceptual Metric. In CVPR, 2018 [3] 王军军,孙岳,李颖. 一种生成对抗网络的遥感图像去云方法[J]. 西安电子科技大学学报（自然科学版）,2021,48(5):23-29. DOI:10.19665/j.issn1001-2400.2021.05.004. [4] Pan H . Cloud Removal for Remote Sensing Imagery via Spatial Attention Generative Adversarial Network[J]. 2020. [5] Isola P , Zhu J Y , Zhou T , et al. Image-to-Image Translation with Conditional Adversarial Networks[C] IEEE Conference on Computer Vision & Pattern Recognition. IEEE, 2016. [6] V. Sarukkai, A. Jain, B. Uzkent and S. Ermon, "Cloud Removal in Satellite Images Using Spatiotemporal Generative Networks", 2020 IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 1785-1794, 2020 [7] Bonafilia D , Tellman B , Anderson T , et al. Sen1Floods11: a georeferenced dataset to train and test deep learning flood algorithms for Sentinel-1[C]// 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE, 2020. [8] Lin, Daoyu, Guangluan Xu, Xiaoke Wang, Yang Wang, Xian Sun, and Kun Fu. “A Remote Sensing Image Dataset for Cloud Removal.” arXiv, January 2, 2019. https://doi.org/10.48550/arXiv.1901.00600. [9] Azadi, Samaneh, Matthew Fisher, Vladimir Kim, Zhaowen Wang, Eli Shechtman, and Trevor Darrell. “Multi-Content GAN for Few-Shot Font Style Transfer.” In 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 7564–73, 2018. https://doi.org/10.1109/CVPR.2018.00789. [10] Shen, Huanfeng, Huifang Li, Yan Qian, Liangpei Zhang, and Qiangqiang Yuan. “An Effective Thin Cloud Removal Procedure for Visible Remote Sensing Images.” ISPRS Journal of Photogrammetry and Remote Sensing 96 (October 1, 2014): 224–35. https://doi.org/10.1016/j.isprsjprs.2014.06.011. [11] Wang, Tianyu, Xin Yang, Ke Xu, Shaozhe Chen, Qiang Zhang, and Rynson Lau. “Spatial Attentive Single-Image Deraining with a High Quality Real Rain Dataset.” arXiv, August 18, 2019. https://doi.org/10.48550/arXiv.1904.01538.