Xuan Hou
Postgraduate
Department of Computer Science
Contact Details
- Email: xuh1@aber.ac.uk
- Office:
- Research Portal Profile (https://research.aber.ac.uk/en/persons/0722e719-f0d2-4135-993c-196d0f5eb5a2)
Language-Guided Change Detection for high-resolution remote sensing imagery with limited labelled data. / Hou, Xuan; Bai, Yunpeng; Xie, Yefan et al.
In: Knowledge-Based Systems, Vol. 326, 113994, 27.09.2025.
In: Knowledge-Based Systems, Vol. 326, 113994, 27.09.2025.
Research output: Contribution to journal › Article › peer-review
Self-supervised multimodal change detection based on difference contrast learning for remote sensing imagery. / Hou, Xuan; Bai, Yunpeng; Xie, Yefan et al.
In: Pattern Recognition, Vol. 159, 111148, 31.03.2025.
In: Pattern Recognition, Vol. 159, 111148, 31.03.2025.
Research output: Contribution to journal › Article › peer-review
Cross-scale Heterogeneous Convolution Change Detection Based on Spatial-Spectral Information Fusion for Remote Sensing Imagery. / Hou, Xuan; Lin, Jinle; Shang, Changjing et al.
UKCI 2024 : 23rd UK Workshop on Computational Intelligence. 2024.
UKCI 2024 : 23rd UK Workshop on Computational Intelligence. 2024.
Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (ISBN)
Deep collaborative learning with class-rebalancing for semi-supervised change detection in SAR images. / Hou, Xuan; Bai, Yunpeng; Xie, Yefan et al.
In: Knowledge-Based Systems, Vol. 264, 110281, 15.03.2023.
In: Knowledge-Based Systems, Vol. 264, 110281, 15.03.2023.
Research output: Contribution to journal › Article › peer-review
SAR Image Despeckling with Residual-in-Residual Dense Generative Adversarial Network. / Bai, Yunpeng; Xiao, Yayuan; Hou, Xuan et al.
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2023. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).
ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). 2023. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).
Research output: Chapter in Book/Report/Conference proceeding › Conference Proceeding (ISBN)