Code and data
2024-Zhen Yang;Jun Yue;Pedram Ghamisi;Shiliang Zhang;Jiayi Ma;Leyuan Fang, Open Set Recognition in Real World. International Journal of Computer Vision
2024-
2023- Rethinking Remote Sensing Pretrained Model: Instance-Aware Visual Prompting for Remote Sensing Scene Classification. IEEE Transactions on Geoscience and Remote Sensing.[PDF][Code]
2023-Leyuan Fang; Yinlong Yan;Jun Yue; Yue Deng, Towards the Vectorization of Hyperspectral lmagery. IEEE Transactions on Geoscience and Remote Sensing.[PDF][Code]
2023-Jun Yue; Leyuan Fang; Shaobo Xia; Yue Deng; Jiayi Ma, Dif-Fusion: Toward High Color Fidelity in Infrared and Visible Image Fusion With Diffusion Models,
2023-N Chen, J Yue, L Fang, and S Xia, SpectralDiff: A Generative Framework for Hyperspectral Image Classification with Diffusion Models, IEEE Transactions on Geoscience and Remote Sensing[PDF][Code]
2023-
2023- L Wu, Z Zhong, L Fang, X He, Q Liu, J Ma, and H Chen, Sparsely Annotated Semantic Segmentation With Adaptive Gaussian Mixtures, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition[PDF][Code]
2023- W Xie, K Jiang, Y Li, J Lei, L Fang, and W Guo, Toward Stable, Interpretable, and Lightweight Hyperspectral Super-Resolution, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition[PDF][Code]
2023- Y Lu, J Ma, L Fang, X Tian, and J Jiang, Robust and Scalable Gaussian Process Regression and Its Applications, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition[PDF][Code]
2023- Leyuan Fang, Yifan Jiang, Yinglong Yan, Jun Yue, and Yue Deng, Hyperspectral Image Instance Segmentation Using Spectral-Spatial Feature Pyramid Network, IEEE Transactions on Geoscience and Remote Sensing[PDF][Code]
2022-Linshan Wu, Leyuan Fang, Xingxin He, Min He, Jiayi Ma and Zhun Zhong,Querying Labeled for Unlabeled: Cross-Image Semantic Consistency Guided Semi-Supervised Semantic Segmentation, IEEE Transactions on Pattern Analysis and Machine Intelligence[PDF][Code]
2022-Linshan Wu, Leyuan Fang, Jun Yue, Bob Zhang, Pedram Ghamisi, and Min He, Deep Bilateral Filtering Network for Point-Supervised Semantic Segmentation in Remote Sensing Images, IEEE Trans. On Image Processing[PDF][Code]
2022-Jun Yue; Leyuan Fang; Min He, Spectral-Spatial Latent Reconstruction for Open-Set Hyperspectral Image Classification, IEEE Trans. On Image Processing[PDF][Code]
2022-L. Fang, D. S. Zhu, J. Yue, B. Zhang, and M. He, Geometric-spectral reconstruction learning for multi-source open-set classification with hyperspectral and LiDAR data, IEEE/CAA Journal of Automatica Sinic[PDF][Code]
2022-Linshan Wu; Ming Lu; Leyuan Fang, Deep Covariance Alignment for Domain Adaptive Remote Sensing Image Segmentation, IEEE Transactions on Geoscience and Remote Sensing[PDF][Code]
2022-Xingxin He; Ying Deng; Leyuan Fang; Qinghua Peng, Multi-Modal Retinal Image Classification With Modality-Specific Attention Network, IEEE Transactions on Medical Imaging[PDF][Code]
2022-Xingxin He; Leyuan Fang; Mingkui Tan; Xiangdong Chen, Intra- and Inter-Slice Contrastive Learning for Point Supervised OCT Fluid Segmentation, IEEE Transactions on Image Processing[PDF][Code]
2022-Zezhou Li; Jun Yue; Leyuan Fang, Adaptive Regional Multiple Features for Large-Scale High Resolution Remote Sensing Image Registration, IEEE Transactions on Geoscience and Remote Sensing[PDF][Code]
2022-Ming Lu; Leyuan Fang; Muxing Li; Bob Zhang; Yi Zhang; Pedram Ghamisi, NFANet: A Novel Method for Weakly Supervised Water Extraction from High-Resolution Remote Sensing Imagery, IEEE Transactions on Geoscience and Remote Sensing[PDF][Code]
2021-Xingxin He; Ying Deng; Leyuan Fang; Qinghua Peng, Multi-Modal Retinal Image Classification With Modality-Specific Attention Network, IEEE Transactions on Medical Imaging[PDF][Code]
2021-Jie Xie; Leyuan Fang; Bob Zhang; Jocelyn Chanussot; Shutao Li, Super Resolution Guided Deep Network for Land Cover Classification From Remote Sensing Images, IEEE Transactions on Geoscience and Remote Sensing[PDF][Code]
2021-Jun Yue; Dingshun Zhu; Leyuan Fang; Pedram Ghamisi; Yaowei Wang, Adaptive Spatial Pyramid Constraint for Hyperspectral Image Classification With Limited Training Samples, IEEE Transactions on Geoscience and Remote Sensing[PDF][Code]
2021-Jun Yue; Leyuan Fang; Hossein Rahmani; Pedram Ghamisi, Self-Supervised Learning With Adaptive Distillation for Hyperspectral Image Classification, IEEE Transactions on Geoscience and Remote Sensing[PDF][Code]