Yin Li (李寅)
 
 
PhD student of Computer Science
Area: Computational Behavior Imaging
Supervisor: Prof. James Rehg
 
School of Interactive Computing, College of Computing
Georgia Institute of Technology
 
 
Contact info.:
Phone: (404)-956-6044 (Mobile),
Office address: CPL 304, CCB 3rd Floor, Georgia Institute of Technology
E-mail: yli440_at_gatech_dot_edu

   
 

Contents

1 Research Interests

2 Education

3 Projects
 
4 Publications
 
5 Related Skills
 
Research Interests
 
Computer Vision, Convex Optimization, Cognitive Science  

Education

          Aug. 2011 – Now                                                          Phd student. School of Interactive Computing, College of Computing
                                                                                          
                                                                                                  Georgia Institute of Technology


Sep. 2008 – Mar. 2011                                                M.Sc. Institute of Image Processing and Pattern Recognition, School of SEIEE,
                                                                                          
                                                                                         Shanghai Jiao Tong University (SJTU)                    
 
 
Sep. 2004– Jun. 2008                                                 B.Sc.  Department of Science, Nanjing University of Posts and Telecommunications(NUPT)
 
                                                                                         Major: Information and Science Computing             
                                                                                           

Projects

Publications

  1. Javier Hernandez, Yin Li, James M. Rehg, Rosalind W. Picard. BioGlass: Physiological Parameter Estimation Using a Head-mounted Wearable Device, International Conference on Wireless Mobile Communication and Healthcare (MobiHealth) 2014  [pdf] [Wired UK | New Scientist | MIT Tech Review
  2. Junchi Yan, Yin Li, Wei Liu, Hongyuan Zha, Xiaokang Yang. Graduated Consistency-Regularized Optimization for Multi-Graph Matching, European Conference on Computer Vision (ECCV) 2014 (Coming soon)
  3. Abhijit Kundu, Yin Li, Frank Dellaert, Fuxin Li, James M. Rehg. Joint Semantic Segmentation and 3D Reconstruction from Monocular Video, European Conference on Computer Vision (ECCV) 2014 [pdf] [project page]
  4. Yin Li*, Xiaodi Hou*Christof Koch, James M. Rehg, Alan L. Yuille. The Secrets of Salient Object Segmentation, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2014 [pdf[extended version] [project pageNote: * indicates equal contribution.  (Code Coming soon)
  5. Yin Li, Alireza Fathi, James M. Rehg. Learning to Predict Gaze in Egocentric Video, International Conference on Computer Vision (ICCV) 2013 (oral, acceptance rate 2.5%) [pdf]
  6. James M. Rehg et al. Decoding Children's Social Behavior, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2013 [pdf] [dataset]
  7. Alireza Fathi, Yin Li, James M. Rehg. Learning to Recognize Daily Actions using Gaze, The European Conference on Computer Vision (ECCV) 2012 [pdf] [project page] [code]
  8. Zhefan Ye, Yin Li, Alireza Fathi, Yi Han, Agata Rozga, Gregory D. Abowd, James M. Rehg. Detecting Eye Contact using Wearable Eye-Tracking Glasses, 2nd International Workshop on Pervasive Eye Tracking and Mobile Eye-Based Interaction (PETMEI) in conjunction with UbiComp 2012 [pdf] [media press] [SFARI] [award] [demo
  9. Liwei Wang, Yin Li, Jiaya Jia, Jian Sun, David P. Wipf, James M. Rehg. Learning Sparse Covariance Patterns for Natural Scenes, IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2012 [pdf] [code available upon request]
  10. Yin Li, Junchi Yan, Yue Zhou and Jie Yang. Optimum Subspace Learning and Error Correction for Tensors, The European Conference on Computer Vision (ECCV) 2010 [pdf] [code
  11. Yin Li, Yue Zhou, Junchi Yan, Jie Yang and Xiangjian He. Tensor Error Correction for Corrupted Values in Visual Data, IEEE International Conference on Image Processing (ICIP) 2010 (invited) [pdf] [code
  12. Yin Li, Yue Zhou, Lei Xu, Jie Yang and Xiaochao Yang. Incremental Sparse Saliency Detection, IEEE International Conference on Image Processing (ICIP) 2009 (oral) [pdf] [project page] [slides] [code]
  13. Yin Li, Yue Zhou, Junchi Yan, Zhibin Liu and Jie Yang. Visual Saliency Based on Conditional Entropy, The Asian Conference on Computer Vision (ACCV) 2009 (oral) [pdf] [project page] [slides] [code]
  14. Lv Guo, Yin Li, Jie Yang and Li Lu. Exploration into Single Image Super-resolution via Self Similariy by Sparse Coding, IEICE Transactions on Information and Systems Vol.E93-D, No.11, Nov. 2010 [link
  15. Junchi Yan, Yin Li, Enliang Zheng and Xuncai Liu. An Accelerated Human Motion Tracking System Based on Voxel Reconstruction under Complex Environments, The Asian Conference on Computer Vision (ACCV) 2009 [pdf] [project page]
  16. Yue Zhou, Yin Li, Zheng Wu and Meilin Ge. Robust Facial Feature Points Extraction In Color Images, Engineering Applications of Artificial Intelligence, Vol 24, Issue 1, Feb. 2011, Pages 195–200 [link]
  17. Junchi Yan, Jian Liu, Yin Li, Zhibin Niu, Yuncai Liu. Visual Saliency Detection via Rank-Sparsity Decomposition. IEEE International Conference on Image Processing (ICIP) 2010 [link[code available upon request]

Related Skills

  • Programing:
          Proficient in computer vision and pattern recognition program development using MATLAB, C/C++.
 
           Skilled in OpenCV and familiar with Python
  • Konwledge:
          Experienced in image processing, pattern recognition and computer vision.

My Friends

        Xiaodi Hou,    Junchi Yan,   Liwei Wang,    Xiong Li,    Wei Huang ...