• 2018 - 2020     主持     国家自然科学基金青年项目                      高光谱图像非线性解混及鲁棒性算法研究

• 2018 - 2021     主持     天津市自然科学基金青年项目                   基于对抗式生成网络的高光谱图像分类与超分辨率重建

• 2018 - 2021     参与     天津市互联网跨界融合创新科技重大专项   可触摸的解剖教学虚拟现实系统

• 2017 - 2018     参与     横向项目                                                端-云系统中基于时延和能耗的任务卸载

• 2018 - 2019     参与     横向项目                                                基于Auto-Encoder和EBGAN的通信系统收发机建模

• 2018 - 2019     参与     横向项目                                                用于AI训练的非结构化数据模拟生成

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IEEE Transactions on Cybernetics
IEEE Transactions on Geoscience and Remote Sensing
IEEE Geoscience and Remote Sensing Letters
Signal Processing
Optics and Laser Technology
函评评审 国家自然科学基金青年项目(2018年/信息学部)

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  1.Alan J.X. GUO, F. ZHU*, A CNN-based Spatial Feature Fusion Algorithm for Hyperspectral Imagery Classification, IEEE Transactions on Geoscience and Remote Sensing, doi: 10.1109/TGRS.2019.2911993.

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  2.Alan J.X. GUO, F. ZHU*, Spectral-Spatial Feature Extraction and Classification by ANN Supervised with Center Loss in Hyperspectral Imagery, IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 3, pp. 1755-1767, Mar. 2019.

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  3.F. ZHU , A. Halimi, P. Honeine, B. Chen and N. Zheng, Correntropy Maximization via ADMM -- Application to Robust Hyperspectral Unmixing, IEEE Transactions on Geoscience and Remote Sensing, vol. 55, no. 9, pp. 4944-4955, Sept. 2017.

• 4.F. ZHU, P. Honeine, Online kernel nonnegative matrix factorization, Signal Processing, vol. 131, pp. 143-153, Feb. 2017.

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  5.F. ZHU, P. Honeine. Bi-objective nonnegative matrix factorization Linear Versus Kernel-Based Models. IEEE Transactions on Geoscience and Remote Sensing, vol. 54, no.7, pp. 4012-4022, Jul. 2016.

• 6.F. ZHU, A. Halimi, P. Honeine, B. Chen, N. Zheng. ADMM for Maximum Correntropy Criterion. 2016 International Joint Conference on Neural Networks (IJCNN), Vancouver, Canada, 24--29 Jul., 2016.

• 7.F. ZHU, P. Honeine. Online nonnegative matrix factorization based on kernel machines. 23th European Conference on Signal Processing (EUSIPCO). Nice, France, 31 Aug.--4 Sept.,2015.

• 8.F. ZHU, P. Honeine. Pareto front of bi-objective kernel-based nonnegative matrix factorization. 23th European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN). Bruges, Belgium, 22--24 Apr. 2015.

• 9.F. ZHU, P. Honeine, K. Maya. Kernel non-negative matrix factorization without the pre-image problem. 24th IEEE workshop on Machine Learning for Signal Processing (MLSP). Reims, France, 21--24 Sept. 2014.