Ruiying Li, Bin Pan, Qiaoying Qu, Xia Xu, Zhenwei Shi, A copula-guided temporal dependency method for multitemporal hyperspectral images unmixing, Pattern Recognition, Volume 174, 2026.
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Hang Li, Qiankun Dong, Xueshuo Xie, Xia Xu*, Tao Li and Zhenwei Shi, Transformer for Multitemporal Hyperspectral Image Unmixing, IEEE Transactions on Image Processing, vol. 34, pp. 3790-3804, 2025.
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Jun-Zheng Chu, Bin Pan, Xia Xu, Tian-Yang Shi, Zhen-Wei Shi, Tao Li, Joint Variational Inference Network for domain generalization, Pattern Recognition, Volume 154, 2024.
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Yuyou Gao, Bin Pan, Xia Xu, Xinyu Song and Zhenwei Shi, A Reversible Generative Network for Hyperspectral Unmixing With Spectral Variability, IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-15, 2024.
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Jiajun Xie, Bin Pan, Xia Xu and Zhenwei Shi, MiSSNet: Memory-Inspired Semantic Segmentation Augmentation Network for Class-Incremental Learning in Remote Sensing Images, IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-13, 2024.
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Yinghao Tan, Junfeng Wu, Yihang Liu, Shiyu Shen, Xia Xu* and Bin Pan. A Lightweight Transformer-Based Spatiotemporal Analysis Prediction Algorithm for High-Dimensional Meteorological Data. Remote Sensing, 16, 4545, 2024.
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Qiaoying Qu, Bin Pan, Xia Xu*, Tao Li and Zhenwei Shi. Unmixing Guided Unsupervised Network for RGB Spectral Super-Resolution. IEEE Transactions on Image Processing, vol. 32, pp. 4856-4867, 2023.
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Yuexin Duan(#), Xia Xu(#), Bin Pan, Tao Li and Zhenwei Shi. UnDAT: Double Aware Transformer for Hyperspectral Unmixing. IEEE Transactions on Geoscience and Remote Sensing, vol. 61, no. 5522012, 2023.
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Sumin Wang, Yuyou Gao, Yongdao Zhou, Bin Pan, Xia Xu*, Tao Li. Reducing the statistical error of generative adversarial networks using space-filling sampling. Stat 13 (1), e655, 2023.
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Xia Xu, Xinyu Song, Tao Li, Zhenwei Shi and Bin Pan. Deep Autoencoder for Hyperspectral Unmixing via Global-Local Smoothing. IEEE Transactions on Geoscience and Remote Sensing, vol. 60, no. 5524216, 2022.
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Bin Pan, Qiaoying Qu, Xia Xu*, Zhenwei Shi, Structure-Color Preserving Network for Hyperspectral Image Super Resolution, IEEE Transactions on Geoscience and Remote Sensing, vol. 60, no. 5520512, 2022.
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Xia Xu, Bin Pan, Zongqing Chen, Zhenwei Shi, Tao Li. Simultaneously Multiobjective Sparse Unmixing and Library Pruning for Hyperspectral Imagery. IEEE Transactions on Geoscience and Remote Sensing, 59(4): 3383-3395, 2021.
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Lukui Shi, Nanying Liang, Xia Xu*, Tao Li*, Zhou Zhang. SA-JSTN: Self-Attention Joint Spatiotemporal Network for Temperature Forecasting. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 14, pp. 9475-9485, 2021.
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Lukui Shi, Zhenjie Tang, Tiantian Wang, Xia Xu*, Jing Liu and Jun Zhang. Aircraft Detection in Remote Sensing Images Based on Deconvolution and Position Attention. International Journal of Remote Sensing, 42(11): 4241-4260, 2021.
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Jun Zhang, Changming Xie, Xia Xu*, Zhenwei Shi, Bin Pan. A Contextual Bidirectional Enhancement Method for Remote Sensing Image Object Detection. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 13, pp. 4518-4531, 2020.
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Bin Pan, Xia Xu*, Zhenwei Shi, Ning Zhang, Huanlin Luo, Xianchao Lan. DSSNet: A Simple Dilated Semantic Segmentation Network for Hyperspectral Imagery Classification. IEEE Geoscience and Remote Sensing Letters, 17(11): 1968 – 1972, 2020.
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Enhai Liu, Xintong Zhang, Xia Xu*, Shiyan Fan. Slice-Feature Based Deep Hashing Algorithm for Remote Sensing Image Retrieval. Infrared Physics and Technology, vol. 107, 103299, 2020.