Research

Research Interests:
  • Computer Vision, Object Detection, Visual Tracking, Multi-Target Detection/Tracking, Intelligent Video Surveillance, Vision-based HCI
  • Image/Video Processing, Analysis and Mining
  • Machine Learning, Pattern Recognition, Graphical Models, Support Vector Machine, Boosting
  • Computer Graphics, Texture Synthesis, Video Texture

Research Projects:

Publications:

Journal Papers:

  • Ting Yu, Ying Wu, "Decentralized Multiple Target Tracking", submitted to IEEE Trans. on Pattern Analysis and Machine Intelligence, 2005.
  • Ting Yu, Ying Wu, "Stochastic Video Partitioning", submitted to IEEE Trans. on Image Processing, 2005.
  • Ying Wu, Ting Yu, "A Field Model for Human Detection and Tracking ", in IEEE Trans. on Pattern Analysis and Machine Intelligence, 2005. (to appear)

 

Conference Papers:

  • More papers are under reviewing.
  • Ting Yu, Ying Wu, "Decentralized Multiple Target Tracking using Netted Collaborative Autonomous Trackers", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'05), San Diego, CA, June, 2005.
  • Ying Wu, Ting Yu, Gang Hua, "A Statistical Field Model for Pedestrian Detection", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'05), San Diego, CA, June, 2005.
  • Ting Yu, Ying Wu, “Collaborative Visual Tracking of Multiple Identical Targets”, in Proc. IS&T/SPIE Conf. on Storage and Retrieval Methods and Applications for Multimedia 2005, San Jose, CA, Jan., 2005.
  • Ting Yu, Ying Wu, "Collaborative Tracking of Multiple Targets", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR'04), Washington, DC, June, 2004.
  • Gang Hua, Ying Wu and Ting Yu, “Analyzing Structured Deformable Shapes via Mean Field Monte Carlo”, in Proc. IEEE Asian Conf. on Computer Vision (ACCV’04), Jeju Island, Korea, Jan., 2004.
  • Ying Wu, Gang Hua and Ting Yu, "Tracking Articulated Body by Dynamic Markov Network", in Proc. IEEE Conf. on Computer Vision (ICCV’03), pp.1094-1101, Nice, France, Oct., 2003. [PDF]
  • Ying Wu, Ting Yu and Gang Hua, "Tracking Appearances with Occlusions", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR’03), Vol I, pp.789-795, Madison, WI, June, 2003. [PDF]
  • Ying Wu, Gang Hua and Ting Yu, "Switching Observation Models for Contour Tracking in Clutter", in Proc. IEEE Conf. on Computer Vision and Pattern Recognition (CVPR’03), Vol I, pp.295-302, Madison, WI, June, 2003. [PDF]
  • Ting Yu, Yupin Luo, "Active Shape Model for Facial Feature Extraction using Dynamic Programming Search Strategy", in Proc. WSEAS the 2nd Int'l Conf. on Signal, Speech and Image Processing (ICOSSIP'02), pp.423-426, Skiathos, Greece, 2002.
  • Ting Yu, Yupin Luo, "A Novel Method of Contour Extraction based on Dynamic Programming", in Proc. IEEE the 6th Int'l Conf. on Signal Processing (ICSP'02), pp.817-820, Beijing, China, 2002.

Thesis:

  • Ting Yu, "Multiple Motion Analysis for Intelligent Video Surveillance", Ph.D. Dissertation Proposal, Northwestern University, 2005.
  • Ting Yu, "Shape Extraction of Specific Object in Image", Master Degree Thesis, Tsinghua University, 2002. (In Chinese)
  • Ting Yu, "Research on Slope Correction and Recognition of Form Document in OCR System", Bachelor Degree Thesis, Tsinghua University, 2000. (In Chinese)

Updated 09/2005. Copyright ?2003-2005 Ting Yu