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Boosting Deep Hyperspectral Image Classification with Spectral Unmixing

Apr 03, 2020
Alan J. X. Guo, Fei Zhu


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Hyperspectral Image Classification with Deep Metric Learning and Conditional Random Field

Mar 04, 2019
Yi Liang, Xin Zhao, Alan J. X. Guo, Fei Zhu


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A CNN-based Spatial Feature Fusion Algorithm for Hyperspectral Imagery Classification

Aug 07, 2018
Alan J. X. Guo, Fei Zhu


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Spectral-Spatial Feature Extraction and Classification by ANN Supervised with Center Loss in Hyperspectral Imagery

Nov 20, 2017
Alan J. X. Guo, Fei Zhu

* 17 pages, 10 figures 

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Kernel Nonnegative Matrix Factorization Without the Curse of the Pre-image - Application to Unmixing Hyperspectral Images

Mar 27, 2016
Fei Zhu, Paul Honeine, Maya Kallas

* 13 pages, 12 figures 

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Correntropy Maximization via ADMM - Application to Robust Hyperspectral Unmixing

Feb 04, 2016
Fei Zhu, Abderrahim Halimi, Paul Honeine, Badong Chen, Nanning Zheng

* 23 pages 

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Bi-Objective Nonnegative Matrix Factorization: Linear Versus Kernel-Based Models

Jan 22, 2015
Paul Honeine, Fei Zhu


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