Supervised Dimensionality Reduction of Hyperspectral Imagery Via Local and Global Sparse Representation
Cao, Faxian, Yang, Zhijing, Hong, Xiaobin, Cheng, Yongqiang, Huang, Yuezhen, Lv, Jujian
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2021)
Published in IEEE journal of selected topics in applied earth observations and remote sensing (2021)
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Journal Article
Conditioning optimization of extreme learning machine by multitask beetle antennae swarm algorithm
Zhang, Xixian, Yang, Zhijing, Cao, Faxian, Cao, Jiangzhong, Wang, Meilin, Cai, Nian
Published in Memetic computing (01.06.2020)
Published in Memetic computing (01.06.2020)
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Journal Article
Local Block Multilayer Sparse Extreme Learning Machine for Effective Feature Extraction and Classification of Hyperspectral Images
Cao, Faxian, Yang, Zhijing, Ren, Jinchang, Chen, Weizhao, Han, Guojun, Shen, Yuzhen
Published in IEEE transactions on geoscience and remote sensing (01.08.2019)
Published in IEEE transactions on geoscience and remote sensing (01.08.2019)
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Journal Article
Sparse Representation-Based Augmented Multinomial Logistic Extreme Learning Machine With Weighted Composite Features for Spectral-Spatial Classification of Hyperspectral Images
Cao, Faxian, Yang, Zhijing, Ren, Jinchang, Ling, Wing-Kuen, Zhao, Huimin, Sun, Meijun, Benediktsson, Jon Atli
Published in IEEE transactions on geoscience and remote sensing (01.11.2018)
Published in IEEE transactions on geoscience and remote sensing (01.11.2018)
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Journal Article
Locality Regularized Robust-PCRC: A Novel Simultaneous Feature Extraction and Classification Framework for Hyperspectral Images
Yang, Zhijing, Cao, Faxian, Cheng, Yongqiang, Ling, Wing-Kuen, Hu, Ruo
Published in IEEE transactions on geoscience and remote sensing (01.12.2020)
Published in IEEE transactions on geoscience and remote sensing (01.12.2020)
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Journal Article
Hyperspectral Image Denoising and Classification Using Multi-Scale Weighted EMAPs and Extreme Learning Machine
Liu, Meizhuang, Cao, Faxian, Yang, Zhijing, Hong, Xiaobin, Huang, Yuezhen
Published in Electronics (Basel) (01.12.2020)
Published in Electronics (Basel) (01.12.2020)
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Journal Article
Spectral-Spatial Classification of Hyperspectral Image Using Extreme Learning Machine and Loopy Belief Propagation
Faxian Cao, Zhijing Yang, Mengying Jiang, Weizhao Chen, Qiuliang Ye, Wing-Kuen Ling
Published in 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) (01.06.2017)
Published in 2017 IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, Physical and Social Computing (CPSCom) and IEEE Smart Data (SmartData) (01.06.2017)
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Conference Proceeding
Applying and Exploring Supervised Contrastive Regression for Vision-Based Steering Prediction
Chang, Yingxiu, Cheng, Yongqiang, Murray, John, Manzoor, Umar, Khalid, Muhammad, Cao, Faxian
Published in 2023 28th International Conference on Automation and Computing (ICAC) (30.08.2023)
Published in 2023 28th International Conference on Automation and Computing (ICAC) (30.08.2023)
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Conference Proceeding
Low Rank Properties for Estimating Microphones Start Time and Sources Emission Time
Cao, Faxian, Cheng, Yongqiang, Khan, Adil Mehmood, Yang, Zhijing, Chang, S. M. Ahsan Kazmiand Yingxiu
Year of Publication 13.07.2023
Year of Publication 13.07.2023
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Journal Article