Yinghua He

Assistant Professor

 

Contact Information:

College of Computer Science and Technology   Tianjin University

Building 25, Section B, Room 608

Tianjin  300072, P.R.China 

Phone: 13011361647

Email: hyh@tju.edu.cn

              

 

 

 

 

 

 

Dr. He received her PhD in State Key Laboratory of Intelligent Technology and Systems, from Tsinghua University , China , in 2006. Currently, she is an assistant professor in the School of Computer Science and Technology, Tianjin University

                                 

     Education  |  Research  |   Publications  |  Courses  |  Students  |  Resources   

 

Education

            Thesis:  Studies on the Hierarchical Data Processing in Pattern Classification and Visual Navigation

Research

Current Research

  • Machine Learning (Hierarchical Learning on Large Scale data Set)
  • Computer Vision (Face Recognition-Age pattern recognition)
  • Information Retrieval

Previous Research

  • Information Retrieval (Content Based Image Retrieval, Content Based Video Retrieval etc.)
  • Statistical Learning (Support Vector Machines, Neural Network etc.)
  • Computer Vision (Color Vision, Video Surveillance etc.)
  • Intelligent Navigation (Road Detection, Obstacle Detection, Etc.)
  • Active Database

Research Interests: Computer Vision, Machine Learning, Information Retrieval

Publications

       Journal

  • Yinghua He, Bo Zhang and Jianmin Li, A New Multiresolution Classification Model Based on Partition of Feature Space, to appear in  International Journal of Intelligent Systems, Wiley Periodicals, Inc.2008

  • Yinghua He, Hong Wang and Bo Zhang, Color based road detection in urban traffic scenes, IEEE Transactions on Intelligent Transportation Systems, Vol. 5 , Issue: 4 , Dec. 2004 pp. 309-318 

        (This paper has been cited many times. It was used by CS 689 - Special Topic on Networked Robots of Department of Computer Science Texas A&M University, http://faculty.cs.tamu.edu/dzsong/teaching/fall2005/cpsc689/#syl . And it was also adopted as a reference of Final Report prepared for The Washington State Department of Transportation www.wsdot.wa.gov/research/reports/fullreports/653.1.pdf  )

 

Conference

  • Yinghgua He, Kunlong Zhang, Support Vector Machines Based on Regional Risk Minimization, First International Workshop on Algorithms for Large-Scale Information Processing in Knowledge Discovery, 2008

  • Yinghua He, Kunlong Zhang, Support Vector Machines Based on Hyper-ball Clustering, International Conference on Machine Learning and Cybernetics, 2008
     

  • Yinghua He, Bo Zhang and Jianmin Li, A New Multiresolution Classification Model Based on Partition of Feature Space, IEEE International Conference on Granular Computing, Beijing, China, July 25-27, 2005, pp.462-467

  • Yinghua He, Hong Wang and Bo Zhang, Color based road detection in urban traffic scenes, IEEE International Conference on Intelligent Transportation Systems, Shanghai, China, October 12-15, 2003, pp. 515-519

  • Yinghua He, Hong Wang and Bo Zhang, Background updating in illumination-variant scenes, IEEE International Conference on Intelligent Transportation Systems, Shanghai, China, October 12-15, 2003, pp. 730-735

  • Yinghua He, Hong Wang and Bo Zhang, Moving area detection based on color background in outdoor scenes, 7th Joint Conference on Information Sciences (JCIS) , North Carolina, USA, September 26-20, 2003 pp. 623-626

 

Courses

 

Students

·         Undergraduate   2007, 2008

 

Open Project

 

 

Resources