168 citations
- Nanchang UniversityCN12 papers
- Sun Yat-sen UniversityCN9 papers
- Tel Aviv UniversityIL9 papers
- Guangdong University of TechnologyCN6 papers
- Horia Hulubei National Institute for R and D in Physics and Nuclear EngineeringRO6 papers
- Nanchang Institute of Science & TechnologyCN6 papers
- South China Normal UniversityCN4 papers
- Chinese Academy of SciencesCN3 papers
- East China Normal UniversityCN3 papers
- Hong Kong Baptist UniversityHK3 papers
- Capital Normal UniversityCN2 papers
- Guangdong University of EducationCN2 papers
Showing 2017Show all
2 papers · 1 filter
cs.CV2017★ 44 cited
Sparse Representation Based Augmented Multinomial Logistic Extreme Learning Machine with Weighted Composite Features for Spectral Spatial Hyperspectral Image Classification
Faxian Cao, Zhijing Yang, Jinchang Ren +1
Although extreme learning machine (ELM) has been successfully applied to a number of pattern recognition problems, it fails to pro-vide sufficient good results in hyperspectral ima…
cs.CV2017★ 36 cited
Extreme Sparse Multinomial Logistic Regression: A Fast and Robust Framework for Hyperspectral Image Classification
Faxian Cao, Zhijing Yang, Jinchang Ren +1
Although the sparse multinomial logistic regression (SMLR) has provided a useful tool for sparse classification, it suffers from inefficacy in dealing with high dimensional feature…