Scene Classification

I. Hernandez-Sequeira, R. Fernandez-Beltran, Y. Xu, P. Ghamisi, and F. Pla (2023) Semi-supervised Classification for Remote Sensing Datasets. International Conference on Image Analysis and Processing, 463-474, 2023-09-05. (more) (download)

W. Yu, Y. Xu, and P. Ghamisi (2023) Universal Adversarial Defense in Remote Sensing Based on Pre-trained Denoising Diffusion Models. arXiv:2307.16865, 2023-07-31. (more) (download)

N. Dräger, Y. Xu, and P. Ghamisi (2023) Backdoor Attacks for Remote Sensing Data with Wavelet Transform. IEEE Transactions on Geoscience and Remote Sensing, 61, 2023-06-26. (more) (download)

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)

W. Wang, Y. Chen, and P. Ghamisi (2022) Transferring CNN with Adaptive Learning for Remote Sensing Scene Classification. IEEE Transactions on Geoscience and Remote Sensing, 60, 2022-07-14. (more) (download)

Y. Xu & P. Ghamisi (2022) Universal Adversarial Examples in Remote Sensing: Methodology and Benchmark. IEEE Transactions on Geoscience and Remote Sensing, 60, 2022-03-02. (more) (download)

Q. Li, Y. Chen, and P. Ghamisi (2021) Complementary Learning-Based Scene Classification of Remote Sensing Images With Noisy Labels. IEEE Geoscience and Remote Sensing Letters, 2021-09-29. (more) (download)

H. Xie, Y. Chen, and a. P. Ghamisi (2021) Remote Sensing Image Scene Classification via Label Augmentation and Intra-Class Constraint. Remote Sensing, 13, 2566, 2021-06-30. (more) (download)