Image Denoising
2022
Y. Xu, W. Yu, and P. Ghamisi (2022) Task-Guided Denoising Network for Adversarial Defense of Remote Sensing Scene Classification. CEUR Workshop Proceedings, 3207, 2022-07-25. (more) (download)
L. Zhang, Y. Qian, J. Han, P. Duan, and P. Ghamisi (2022) Mixed Noise Removal for Hyperspectral Image with l0-l1-2SSTV Regularization. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 1-18, 2022-06-23. (more) (download)
D. Coquelin, B. Rasti, M. Götz, P. Ghamisi, R. Gloaguen, and A. Streit (2022) HyDe: The First Open-Source, Python-Based, GPU-Accelerated Hyperspectral Denoising Package. arXiv:2204.06979, 2022-04-14. (more) (download)
2021
Y. Han, M. Yin, P. Duan, and P. Ghamisi (2021) Edge-Preserving Filtering-Based Dehazing for Remote Sensing Images. IEEE Geoscience and Remote Sensing Letters, in press. 2021-08-17. (more) (download)
K. R. Shahi, B. Rasti, P. Ghamisi, P. Scheunders, and R. Gloaguen (2021) When is the Right Time to Apply Denoising?. 2021 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2464-2467, 2021-07-11. (more) (download)
B. Rasti, B. Koirala, P. Scheunders, P. Ghamisi, and R. Gloaguen (2021) Boosting Hyperspectral Image Unmixing Using Denoising: Four Scenarios. 2021 IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 3821-3824, 2021-07-11. (more) (download)