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ORCIDFei Zhu 0001
Person information
- affiliation: Tianjin University, Center for Applied Mathematics, China
- affiliation: University of Technology of Troyes, France
Other persons with the same name
- Fei Zhu — disambiguation page
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Books and Theses
- 2016
[b1]Fei Zhu:
Kernel nonnegative matrix factorization : application to hyperspectral imagery. (Factorisation en matrices non négatives à noyaux : application à l'imagerie hyperspectrale). University of Technology of Troyes, France, 2016
Journal Articles
- 2024
- [j10]Tingting Fang
, Fei Zhu, Jie Chen:
Hyperspecral Unmixing Based on Multilinear Mixing Model Using Convolutional Autoencoders. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - 2021
- [j9]Yanhong Zhang, Fei Zhu:
A kernel-based weight decorrelation for regularizing CNNs. Neurocomputing 429: 47-59 (2021) - [j8]Alan J. X. Guo, Fei Zhu:
Improving deep hyperspectral image classification performance with spectral unmixing. Signal Process. 183: 107949 (2021) - 2020
- [j7]Yi Liang, Xin Zhao, Alan J. X. Guo, Fei Zhu:
Hyperspectral Image Classification With Deep Metric Learning and Conditional Random Field. IEEE Geosci. Remote. Sens. Lett. 17(6): 1042-1046 (2020) - 2019
- [j6]Minglei Li, Fei Zhu, Alan J. X. Guo, Jie Chen:
A Graph Regularized Multilinear Mixing Model for Nonlinear Hyperspectral Unmixing. Remote. Sens. 11(19): 2188 (2019) - [j5]Alan J. X. Guo, Fei Zhu:
Spectral-Spatial Feature Extraction and Classification by ANN Supervised With Center Loss in Hyperspectral Imagery. IEEE Trans. Geosci. Remote. Sens. 57(3): 1755-1767 (2019) - [j4]Alan J. X. Guo, Fei Zhu:
A CNN-Based Spatial Feature Fusion Algorithm for Hyperspectral Imagery Classification. IEEE Trans. Geosci. Remote. Sens. 57(9): 7170-7181 (2019) - 2017
- [j3]Fei Zhu, Paul Honeine:
Online kernel nonnegative matrix factorization. Signal Process. 131: 143-153 (2017) - [j2]Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng:
Correntropy Maximization via ADMM: Application to Robust Hyperspectral Unmixing. IEEE Trans. Geosci. Remote. Sens. 55(9): 4944-4955 (2017) - 2016
- [j1]Fei Zhu, Paul Honeine:
Biobjective Nonnegative Matrix Factorization: Linear Versus Kernel-Based Models. IEEE Trans. Geosci. Remote. Sens. 54(7): 4012-4022 (2016)
Conference and Workshop Papers
- 2020
- [c6]Fei Zhu, Paul Honeine, Jie Chen:
Pixel-Wise Linear/Nonlinear Nonnegative Matrix Factorization for Unmixing of Hyperspectral Data. ICASSP 2020: 4737-4741 - [c5]Minglei Li, Fei Zhu, Alan J. X. Guo:
A Robust Multilinear Mixing Model with l2, 1 norm for Unmixing Hyperspectral Images. VCIP 2020: 193-196 - 2016
- [c4]Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng:
ADMM for maximum correntropy criterion. IJCNN 2016: 1420-1427 - 2015
- [c3]Fei Zhu, Paul Honeine:
Pareto front of bi-objective kernel-based nonnegative matrix factorization. ESANN 2015 - [c2]Fei Zhu, Paul Honeine:
Online nonnegative matrix factorization based on kernel machines. EUSIPCO 2015: 2381-2385 - 2014
- [c1]Fei Zhu, Paul Honeine, Maya Kallas:
Kernel nonnegative matrix factorization without the pre-image problem. MLSP 2014: 1-6
Informal and Other Publications
- 2020
- [i7]Alan J. X. Guo, Fei Zhu:
Boosting Deep Hyperspectral Image Classification with Spectral Unmixing. CoRR abs/2004.00583 (2020) - 2019
- [i6]Yi Liang, Xin Zhao, Alan J. X. Guo, Fei Zhu:
Hyperspectral Image Classification with Deep Metric Learning and Conditional Random Field. CoRR abs/1903.06258 (2019) - 2018
- [i5]Alan J. X. Guo, Fei Zhu:
A CNN-based Spatial Feature Fusion Algorithm for Hyperspectral Imagery Classification. CoRR abs/1801.10355 (2018) - 2017
- [i4]Alan J. X. Guo, Fei Zhu:
Spectral-Spatial Feature Extraction and Classification by ANN Supervised with Center Loss in Hyperspectral Imagery. CoRR abs/1711.07141 (2017) - 2016
- [i3]Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng:
Correntropy Maximization via ADMM - Application to Robust Hyperspectral Unmixing. CoRR abs/1602.01729 (2016) - 2015
- [i2]Paul Honeine, Fei Zhu:
Bi-Objective Nonnegative Matrix Factorization: Linear Versus Kernel-Based Models. CoRR abs/1501.05684 (2015) - 2014
- [i1]Fei Zhu, Paul Honeine, Maya Kallas:
Kernel nonnegative matrix factorization without the curse of the pre-image. CoRR abs/1407.4420 (2014)
Coauthor Index
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