中科院计算所视觉信息处理与学习组
杨双
助研

职 称:助理研究员

电子邮箱:shuang.yang@ict.ac.cn

通讯地址:北京市海淀区科学院南路6号

研究兴趣:计算机视觉,模式识别,机器学习

Shuang Yang is an assistant professor with the Key Laboratory of Intelligent Information Processing, Institute of Computing Technology (ICT), Chinese Academy of Sciences (CAS). She received her Ph.D. degree from the Institute of Automation (IA), University of Chinese Academy of Sciences (CAS) in 2016. Her research interests cover computer vision, pattern recognition, machine learning, especially include deep learning, Bayesian modeling and inference,probabilistic graphical models, etc.

学术服务
刊物服务
  • Reviewer of TNNLS, TKDE, Pattern Recognition
经历
教育经历
  • 2011-2016: Ph.D., Institute of Automation, Chinese Academy of Sciences
  • 2008-2011: M.E., HuNan University
  • 2004-2008: B.E., HuNan University
著论

部分刊物论文

1.   Learning human actions by combining global dynamics and local appearance. G Luo, S Yang, G Tian, C Yuan, W Hu, SJ Maybank. IEEE transactions on pattern analysis and machine intelligence 36 (12), 2466-2482, 2014. 【pdf】

部分国际会议论文

1.   Combining sparse appearance features and dense motion features via random forest for action detection. S Yang, C Yuan, H Wang, W Hu. IEEE International Conference on Acoustics, Speech and Signal Processing. 2415-2419, 2013. 【pdf】

2.   Multi-task sparse learning with beta process prior for action recognition. C Yuan, W Hu, G Tian, S Yang, H Wang. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 423-429, 2013. 【pdf】

3.   A hierarchical model based on latent dirichlet allocation for action recognition S Yang, C Yuan, W Hu, X Ding. International Conference on Pattern Recognition, 2014, 2613-2618. 【pdf】

4.   Human Action Recognition Based on Oriented Motion Salient Regions. B Wu, S Yang, C Yuan, W Hu, F Wang . Asian Conference on Computer Vision, 113-128, 2014. 【pdf】

5.   Multi-feature max-margin hierarchical Bayesian model for action recognition. S Yang, C Yuan, B Wu, W Hu, F Wang. Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 1610-1618, 2015. 【pdf】

6.   Hierarchical Bayesian Multiple Kernel Learning Based Feature Fusion for Action Recognition. Wen Sun, C Yuan, P Wang, S Yang, W Hu, and Z Cai. International Conference on Pattern Recognition Workshop, 2016. 【pdf】

7.   The Class-specific Oriented Attributes for Action Recognition. H Yang, B Wu, S Yang, C Yuan. Chinese Association for Artificial Inteligence, 2016. 【pdf】

视觉信息处理和学习组
  • 单位地址:北京海淀区中关村科学院南路6号
  • 邮编:100190
  • 联系电话:010-62600514
  • Email:yi.cheng@vipl.ict.ac.cn
  • Valse

  • 深度学习大讲堂

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