Research

Teaching

Publications

Source Codes

My research interest lies in statistical signal/image processing, computer vision and machine learning, with their applications to biomedical image analysis (especially contextual biomedical image learning), biometrics and surveillance (especially face and gait recognition), etc.

What's New [more...]

• We have immediate openings for full time research scientists and research interns. Refer to the job ads for more information and submission instruction.
   
• March, 2008. Two of my papers have been accepted by CVPR 2008.
   
• October 20, 2007. The Third IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG) is successfully held.
   

Recent Publications [more...]

• J. Li, S. Zhou, and R. Chellappa. Appearance modeling using a geometric transform. IEEE Transactions on Image Processing, 2008. (In press)
  [Journal paper]: [html] - [pdf] - [ps] - [doc] - [ppt]
   
• H. Ling, S. Zhou, Y. Zheng, B. Georgescu, M. Suehling, and D. Comaniciu. Hierarchical, learning-based automatic liver segmentation. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, Alaska, June 2008.
  [Conference paper]: [html] - [pdf] - [ps] - [doc] - [ppt]
   
• J. Zhang, S. Zhou, D. Comaniciu, and L. McMillan. Conditional density learning via regression with application to deformable shape segmentation. IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Anchorage, Alaska, June 2008.
  [Conference paper]: [html] - [pdf] - [ps] - [doc] - [ppt]
   

Recent Teaching [more...]

• ICIP2006 Surveillance biometrics: unconstrained face and gait recognition. Fall 2006. 
  [Tutorial]: [html]

Recent Talks [more...]

• "Shape regression machine," Information Processing in Medical Imaging (IPMI), Ruldoc Abbey, The Netherlands, July 2, 2007.
   
• "Deformable contour tracking," Department of Biomedical Engineering, State University of New Jersey at Rutgers, New Brunswick, New Jersey, October 27, 2006.
   
• “Pairwise active appearance model and its application to echocardiography tracking,” International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), Copenhagen, Denmark, October 3, 2006.
   

Curriculum Vitae [pdf]