Publications by: Quanwei Liu
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Liu, Quanwei, Huang, Tao, Yang, Jiaqi, and Xiang, Wei (2026) From Pixels to Images: A Structural Survey of Deep Learning Paradigms in Remote Sensing Image Semantic Segmentation. IEEE Access, 14. pp. 125360-125394.
Liu, Quanwei, Huang, Tao, Dong, Yanni, and Xiang, Wei (2025) Cross-modality learning privileged information for multimodal data. In: Proceedings of 2025 IEEE International Geoscience and Remote Sensing Symposium. pp. 7589-7592. From: IGARSS 2025: IEEE International Geoscience and Remote Sensing Symposium, 03-08 August 2025, Brisbane, QLD, Australia.
Liu, Quanwei, Huang, Tao, Dong, Yanni, and Xiang, Wei (2025) Enhancing oil spill detection with controlled random sampling: A multimodal fusion approach using SAR and HSI imagery. Remote Sensing Applications: Society and Environment, 38. 101601.
Liu, Rong, Li, Zhilin, Yang, Jiaqi, Sun, Jian, and Liu, Quanwei (2025) Hyper-LKCNet: Exploring the Utilization of Large Kernel Convolution for Hyperspectral Image Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 18. pp. 13950-13966.
Liang, Junye, Yang, Jiaqi, Liu, Rong, Liu, Quanwei, and Zhu, Peng (2025) Spectral Structure-Aware Initialization and Probability-Consistent Self-Training for Cross-Scene Hyperspectral Image Classification. IEEE Geoscience and Remote Sensing Letters, 22. 5507205.
Dong, Yanni, Yang, Zhenzhen, Liu, Quanwei, Zuo, Renguang, and Wang, Ziye (2024) Fusion of GaoFen-5 and Sentinel-2B data for lithological mapping using vision transformer dynamic graph convolutional network. International Journal of Applied Earth Observation and Geoinformation, 129. 103780.
Li, Hao, Liu, Quanwei, Liu, Jianan, Liu, Xiling, Dong, Yanni, Huang, Tao, and Lv, Zhihan (2024) Unpaired MRI Super Resolution with Contrastive Learning. In: Proceedings of the IEEE International Symposium on Biomedical Imaging. From: ISBI 2024: IEEE International Symposium on Biomedical Imaging, 27-30 May 2024, Athens, Greece.
Chang, Yuan, Liu, Quanwei, Zhang, Yuxiang, and Dong, Yanni (2024) Unsupervised Multiview Graph Contrastive Feature Learning for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 62. 5524314.