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Fei Zhu
Fei Zhu
Center for Applied Mathematics, Tianjin University
Verified email at tju.edu.cn - Homepage
Title
Cited by
Cited by
Year
Spectral-spatial feature extraction and classification by ANN supervised with center loss in hyperspectral imagery
AJX Guo, F Zhu
IEEE Transactions on Geoscience and Remote Sensing 57 (3), 1755-1767, 2018
482018
A CNN-based spatial feature fusion algorithm for hyperspectral imagery classification
AJX Guo, F Zhu
IEEE Transactions on Geoscience and Remote Sensing 57 (9), 7170-7181, 2019
452019
Biobjective nonnegative matrix factorization: Linear versus kernel-based models
F Zhu, P Honeine
IEEE Transactions on Geoscience and Remote Sensing 54 (7), 4012-4022, 2016
452016
Correntropy maximization via ADMM: Application to robust hyperspectral unmixing
F Zhu, A Halimi, P Honeine, B Chen, N Zheng
IEEE Transactions on Geoscience and Remote Sensing 55 (9), 4944-4955, 2017
352017
Kernel nonnegative matrix factorization without the pre-image problem
F Zhu, P Honeine, M Kallas
2014 IEEE International Workshop on Machine Learning for Signal Processing …, 2014
312014
Online kernel nonnegative matrix factorization
F Zhu, P Honeine
Signal Processing 131, 143-153, 2017
272017
Classification of small-scale hyperspectral images with multi-source deep transfer learning
X Zhao, Y Liang, AJX Guo, F Zhu
Remote Sensing Letters 11 (4), 303-312, 2020
252020
A graph regularized multilinear mixing model for nonlinear hyperspectral unmixing
M Li, F Zhu, AJX Guo, J Chen
Remote Sensing 11 (19), 2188, 2019
192019
Improving deep hyperspectral image classification performance with spectral unmixing
AJX Guo, F Zhu
Signal Processing 183, 107949, 2021
152021
Hyperspectral image classification with deep metric learning and conditional random field
Y Liang, X Zhao, AJX Guo, F Zhu
IEEE Geoscience and Remote Sensing Letters 17 (6), 1042-1046, 2019
142019
A Robust Multilinear Mixing Model with l2,1 norm for Unmixing Hyperspectral Images
M Li, F Zhu, AJX Guo
2020 IEEE International Conference on Visual Communications and Image …, 2020
92020
Pixel-wise linear/nonlinear nonnegative matrix factorization for unmixing of hyperspectral data
F Zhu, P Honeine, J Chen
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
52020
Online nonnegative matrix factorization based on kernel machines
F Zhu, P Honeine
2015 23rd European Signal Processing Conference (EUSIPCO), 2381-2385, 2015
52015
A kernel-based weight decorrelation for regularizing CNNs
Y Zhang, F Zhu
Neurocomputing 429, 47-59, 2021
22021
ADMM for maximum correntropy criterion
F Zhu, A Halimi, P Honeine, B Chen, N Zheng
2016 International Joint Conference on Neural Networks (IJCNN), 1420-1427, 2016
22016
Pareto front of bi-objective kernel-based nonnegative matrix factorization
F Zhu, P Honeine
Proc. 23rd European Symposium on Artificial Neural Networks, Computational …, 2015
22015
Hyperspectral Unmixing Based on Multilinear Mixing Model Using Convolutional Autoencoders
T Fang, F Zhu, J Chen
IEEE Transactions on Geoscience and Remote Sensing 62, 2024
12024
Nonlinear hyperspectral unmixing based on multilinear mixing model using convolutional autoencoders
T Fang, F Zhu, J Chen
arXiv preprint arXiv:2303.08156, 2023
12023
Kernel nonnegative matrix factorization: application to hyperspectral imagery
F Zhu
Université de Technologie de Troyes, 2016
12016
Eviter la malédiction de pré-image: application à la factorisation en matrices non négatives à noyaux
P Honeine, F Zhu
Actes du 25-eme Colloque GRETSI sur le Traitement du Signal et des Images, 2015
12015
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Articles 1–20