Danfeng Hong

GitHub @danfenghong ↗ · 个人主页 ↗

Full Professor, Southeast University, China. The main interests are AI, multimodal remote sensing, foundation models, hyperspectral imaging, Earth Science.

公司: Southeast University
位置: Nanjing
Stars: 2,361
粉丝 / 仓库: 987

代表作品 / 项目

IEEE_TGRS_SpectralFormer⭐ 339Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image classification with transformers, IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
IEEE_TPAMI_SpectralGPT⭐ 282Hong, D., Zhang, B., Li, X., Li, Y., Li, C., Yao, J., Yokoya, N., Li, H., Ghamisi, P., Jia, X., Plaza, A. and Gamba, P., Benediktsson, J., Chanussot, J. (2024). SpectralGPT: Spectral remote sensing foundation model. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024. DOI:10.1109/TPAMI.2024.3362475.
IEEE_TGRS_GCN⭐ 273Danfeng Hong, Lianru Gao, Jing Yao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Graph Convolutional Networks for Hyperspectral Image Classification, IEEE Trans. Geosci. Remote Sens., 2021, 59(7): 5966-5978.
IEEE_TIP_UIU-Net⭐ 190Xin Wu, Danfeng Hong, Jocelyn Chanussot. UIU-Net: U-Net in U-Net for Infrared Small Object Detection, IEEE Trans. Image. Process., 2022, 32: 364-376.
HSI-Traditional-to-Deep-Models⭐ 164Pytorch and Keras Implementations of Hyperspectral Image Classification -- Traditional to Deep Models: A Survey for Future Prospects.

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