Photo of Yonghao Xu

Yonghao Xu

Assistant Professor

Publications

Yonghao Xu, Amanda Berg, Leif Haglund, Sen2Fire: A Challenging Benchmark Dataset for Wildfire Detection using Sentinel Data (2024)  https://arxiv.org/abs/2403.17884

Yonghao Xu, Pedram Ghamisi, Yannis Avrithis, Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External Data (2024)  https://arxiv.org/abs/2405.06502

Tao Bai, Yiming Cao, Yonghao Xu, Bihan Wen,  Stealthy Adversarial Examples for Semantic Segmentation in Remote Sensing, IEEE Transactions on Geoscience and Remote Sensing 62:5614817 (2024)  https://doi.org/10.1109/TGRS.2024.3377009

Weikang Yu, Yonghao Xu, Pedram Ghamisi,  Universal adversarial defense in remote sensing based on pre-trained denoising diffusion models, International Journal of Applied Earth Observation and Geoinformation 133:104131 (2024)  https://doi.org/10.1016/j.jag.2024.104131

Yichu Xu, Yonghao Xu, Hongzan Jiao, Zhi Gao, Lefei Zhang,  S³ANet: Spatial–Spectral Self-Attention Learning Network for Defending Against Adversarial Attacks in Hyperspectral Image Classification, IEEE Transactions on Geoscience and Remote Sensing 62:5512913 (2024)  https://doi.org/10.1109/TGRS.2024.3381824