Faxian Cao

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 21

Top Topics

Loopy Belief Propagation

Information Entropy

Extreme Learning Machine

Top Venues

IEEE Trans. Geosci. Remote. Sens.

iThings/GreenCom/CPSCom/SmartData

Publications

Yingxiu Chang, Yongqiang Cheng, John Murray, Umar Manzoor, Muhammad Khalid, Faxian Cao
Applying and Exploring Supervised Contrastive Regression for Vision-Based Steering Prediction. ICAC (2023)
Faxian Cao, Yongqiang Cheng, Adil Mehmood Khan, Zhijing Yang
Are Microphone Signals Alone Sufficient for Joint Microphones and Sources Localization? CoRR (2023)
Faxian Cao, Yongqiang Cheng, Adil Mehmood Khan, Zhijing Yang, S. M. Ahsan Kazmi, Yingxiu Chang
Low Rank Properties for Estimating Microphones Start Time and Sources Emission Time. CoRR (2023)
Faxian Cao, Yongqiang Cheng, Adil Mehmood Khan, Zhijing Yang
Justices for Information Bottleneck Theory. CoRR (2023)
Faxian Cao, Zhijing Yang, Xiaobin Hong, Yongqiang Cheng, Yuezhen Huang, Jujian Lv
Supervised Dimensionality Reduction of Hyperspectral Imagery Via Local and Global Sparse Representation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Xixian Zhang, Zhijing Yang, Faxian Cao, Jiang-Zhong Cao, Meilin Wang, Nian Cai
Conditioning optimization of extreme learning machine by multitask beetle antennae swarm algorithm. Memetic Comput. 12 (2) (2020)
Zhijing Yang, Faxian Cao, Yongqiang Cheng, Wing-Kuen Ling, Ruo Hu
Locality Regularized Robust-PCRC: A Novel Simultaneous Feature Extraction and Classification Framework for Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 58 (12) (2020)
Weizhao Chen, Zhijing Yang, Faxian Cao, Yijun Yan, Meilin Wang, Chunmei Qing, Yongqiang Cheng
Dimensionality reduction based on determinantal point process and singular spectrum analysis for hyperspectral images. IET Image Process. 13 (2) (2019)
Faxian Cao, Zhijing Yang, Jinchang Ren, Weizhao Chen, Guojun Han, Yuzhen Shen
Local Block Multilayer Sparse Extreme Learning Machine for Effective Feature Extraction and Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 57 (8) (2019)
Mengying Jiang, Faxian Cao, Yunmeng Lu
Extreme Learning Machine With Enhanced Composite Feature for Spectral-Spatial Hyperspectral Image Classification. IEEE Access 6 (2018)
Faxian Cao, Zhijing Yang, Jinchang Ren, Wing-Kuen Ling, Huimin Zhao, Meijun Sun, Jón Atli Benediktsson
Sparse Representation-Based Augmented Multinomial Logistic Extreme Learning Machine With Weighted Composite Features for Spectral-Spatial Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 56 (11) (2018)
Zhijing Yang, Weizhao Chen, Yijun Yan, Faxian Cao, Nian Cai
Unsupervised Hyperspectral Band Selection Based on Maximum Information Entropy and Determinantal Point Process. BICS (2018)
Xixian Zhang, Zhijing Yang, Faxian Cao, Jiang-Zhong Cao, Meilin Wang, Nian Cai
Conditioning Optimization of Extreme Learning Machine by Multitask Beetle Antennae Swarm Algorithm. CoRR (2018)
Zhijing Yang, Faxian Cao, Jaime Zabalza, Weizhao Chen, Jiang-Zhong Cao
Spectral and Spatial Kernel Extreme Learning Machine for Hyperspectral Image Classification. BICS (2018)
Faxian Cao, Zhijing Yang, Jinchang Ren, Mengying Jiang, Wing-Kuen Ling
Linear vs. Nonlinear Extreme Learning Machine for Spectral-Spatial Classification of Hyperspectral Images. Sensors 17 (11) (2017)
Faxian Cao, Zhijing Yang, Jinchang Ren, Wing-Kuen Ling, Huimin Zhao, Stephen Marshall
Extreme Sparse Multinomial Logistic Regression: A Fast and Robust Framework for Hyperspectral Image Classification. Remote. Sens. 9 (12) (2017)
Faxian Cao, Zhijing Yang, Mengying Jiang, Weizhao Chen, Qiuliang Ye, Wing-Kuen Ling
Spectral-Spatial Classification of Hyperspectral Image Using Extreme Learning Machine and Loopy Belief Propagation. iThings/GreenCom/CPSCom/SmartData (2017)
Faxian Cao, Zhijing Yang, Jinchang Ren, Wing-Kuen Ling
Sparse Representation Based Augmented Multinomial Logistic Extreme Learning Machine with Weighted Composite Features for Spectral Spatial Hyperspectral Image Classification. CoRR (2017)
Faxian Cao, Zhijing Yang, Jinchang Ren, Mengying Jiang, Wing-Kuen Ling
Linear vs Nonlinear Extreme Learning Machine for Spectral-Spatial Classification of Hyperspectral Image. CoRR (2017)
Faxian Cao, Zhijing Yang, Jinchang Ren, Wing-Kuen Ling
Extreme Sparse Multinomial Logistic Regression: A Fast and Robust Framework for Hyperspectral Image Classification. CoRR (2017)
Faxian Cao, Zhijing Yang, Jinchang Ren, Mengying Jiang, Wing-Kuen Ling
Does Normalization Methods Play a Role for Hyperspectral Image Classification? CoRR (2017)