Xuan Hou
Research Groups
Publications
Hou, X, Bai, Y, Xie, Y, Li, Y, Shang, C & Shen, Q 2025, 'Language-Guided Change Detection for High-Resolution Remote Sensing Imagery with Limited Labelled Data', Knowledge-Based Systems, vol. 326, 113994. 10.1016/j.knosys.2025.113994
Hou, X, Bai, Y, Xie, Y, Zhang, Y, Fu, L, Li, Y, Shang, C & Shen, Q 2025, 'Self-supervised multimodal change detection based on difference contrast learning for remote sensing imagery', Pattern Recognition, vol. 159, 111148. 10.1016/j.patcog.2024.111148
Hou, X, Lin, J, Shang, C & Shen, Q 2024, Cross-scale Heterogeneous Convolution Change Detection Based on Spatial-Spectral Information Fusion for Remote Sensing Imagery. in UKCI 2024 : 23rd UK Workshop on Computational Intelligence. 23rd UK Workshop on Computational Intelligence and 8th International Conference on Belief Functions (BELIEF 2024), Belfast, United Kingdom of Great Britain and Northern Ireland, 04 Sept 2024.
Hou, X, Bai, Y, Xie, Y, Ge, H, Li, Y, Shang, C & Shen, Q 2023, 'Deep collaborative learning with class-rebalancing for semi-supervised change detection in SAR images', Knowledge-Based Systems, vol. 264, 110281. 10.1016/j.knosys.2023.110281
Bai, Y, Xiao, Y, Hou, X, Li, Y, Shang, C & Shen, Q 2023, SAR Image Despeckling with Residual-in-Residual Dense Generative Adversarial Network. in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 48th IEEE International Conference on Acoustics, Speech and Signal Processing, ICASSP 2023, Rhodes Island, Greece, 04 Jun 2023. 10.1109/ICASSP49357.2023.10096355
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