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Extreme Sparse Multinomial Logistic Regression: A Fast and Robust Framework for Hyperspectral Image Classification
- Faxian Cao,
- Zhijing Yang,
- Jinchang Ren,
- Wing-Kuen Ling,
- Huimin Zhao and
- Stephen Marshall
Although sparse multinomial logistic regression (SMLR) has provided a useful tool for sparse classification, it suffers from inefficacy in dealing with high dimensional features and manually set initial regressor values. This has significantly constr...