Education
2005.9-2007.5 Postdoctoral Fellow, University of Saskachewan, Canada
2002.5-2004.5 Postdoctoral Fellow, Institute of Automation, Chinese Academy of Sciences, Beijing, China
1999.3-2002.3 Ph.D. in Control Theory and Control Engineering, Beijing Institute of Technology, Beijing, China
1985.9-1988.7 M.S. in Control Theory and Control Engineering, Harbin Institute of Technology, Harbin, China
1981.9-1985.7 B.S. in Physics, Henan University, Kaifeng, China
Current
Professor, Hainan International College, Minzu University of China, Hainan, China
Research direction
Computer vision, Multi-modal machine learning, Artificial intelligence, Big data technology
Research and publishing
Books
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Wu Licheng, Yang Guosheng, Kuai Xinkai, Sun Fuchun (2012). Flexible arm robot - modeling, analysis and control. Beijing: Higher Education Press.
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Wu L, Yang G, Kuai X (2011). Modern Control Theory. Beijing: China Water Resources Publishing House.
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Wang Z, Yan X, Zheng Y, Yang G (2009). EDA Technology and Application. Beijing: Minzu University of China Press.
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Yang G, Dou L (2004). Data Fusion and Its Applications. Beijing: Ordnance Industry Press.
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Refereed Journal Articles
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Yang G, Li C, Chen H (2022). Research on deep correlation filter tracking based on channel importance. EURASIP Journal on Advances in Signal Processing, 2022 (1): 1-30.
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Huanlong Zhang, Jian Chen, Guohao Nie, Yingzi Lin, Guosheng Yang* (corresponding author), W.J. (Chris) Zhang(2021). Light regression memory and multi-perspective object special proposals for abrupt motion tracking. Knowledge-Based Systems, https://authors.elsevier.com/sd/article/S0950-7051(21)00390-7, )
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Guosheng Yang and Qisheng Wei (2020). Visual Object Multimodality Tracking Based on Correlation Filters for Edge Computing. SECUURITY AND COMMUNICATION NETWORKS Vol. 2020, DOI:10.115520208891035.
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Guosheng Yang, Rui Jiao, Huiping Jiang, and Ting Zang (2020). Ground Truth Dataset for EEG-Based Emotion Recognition With Visual Indication. IEEE ACESS 2020, Vol.8, DOI:10.1109/ACCESS.2020.3030680.
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Huanlong Zhang, Guohao Nie, Jian Chen, Jie zhang, and Guosheng Yang (corresponding author) (2019). Uncertain Motion Tracking Combined Markov Chain Monte Carlo and Correlation Filters. IEEE ACESS 2019,Vol.7, DOI: 10.1109/ACCESS.2019.2953742.
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Qi Zhenguo, Song Wei, Yang Guosheng, et.al (2015). The cooperation between ISP and CDN: a survey. Communications, China, 2015, 11(13): 29-38.
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Song Wei, Liu Ningning, Yang Guosheng, et.al (2015). A novel human action recognition algorithm based on decision level multi-feature fusion. Communications, China, 2015, 11(13): 93-102.
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Zhang Huanlong, Hu Shiqiang, Yang Guosheng (2015). A review of video object tracking based on appearance model learning. Computer Research and Development. 52 (1).
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SiYao Fu, GuoSheng Yang, and XinKai Kuai (2012). A Spiking Neural Network Based Cortex-Like Mechanism and Application to Facial Expression Recognition. International Journal Computational Intelligence and Neuroscience, Volume 2012, 1-13. doi:10.1155/2012/946589.
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Guosheng Yang, Yingzi Lin, Prabir Bhattacharya (2010). A driver fatigue recognition model based on information fusion and dynamic Bayesian network. Information Sciences. Issue 10, 1942–1954.
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Academic awards
2014, Leading Talent Support Program Project of the State Ethnic Affairs Commission, Approval No. 2014-2-03
2011, Second Prize of National Defense Science and Technology Progress Award, Ministry of Industry and Information Technology of the People's Republic of China
Professional Affiliations
2008-present, Senior Member of China Computer Federation
2008-2012, Member of the First Council of Beijing Artificial Intelligence Society
Member of the Academic Committee of the State Ethnic Affairs Commission-Ministry of Education Key Laboratory
2014-2019, Evaluation Expert for the High-End Foreign Expert Project of the State Administration of Foreign Experts Affairs
2014, Member of the Academic Committee of the Beijing Key Laboratory of Automatic Control Systems at Beijing Institute of Technology
