S. Kevin Zhou

Email: s.kevin.zhou AT gmail.com
Web:  http://www.cfar.umd.edu/~shaohua/
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Research Overview [more...]

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

What's New [more...]

  • We are looking for clinical research partners. We also have research interns openings.
     
  • June, 2009. Four papers are presented at CVPR 2009.
     
  • October, 2008. I am promoted as Program Manager, Siemens Corporate Research.
     

Recent Publications [more...]

  • J. Li, S. Kevin Zhou, and R. Chellappa. Appearance modeling using a geometric transform. IEEE Transactions on Image Processing, Vol. 18, No. 4, pp 889 - 902, 2009.
    [Journal paper]: [html] - [pdf] - [ps]     - [doc] - [ppt]
     
  • J. Zhang, S. Kevin Zhou, D. Comaniciu, and L. McMillan. Discriminative learning for deformable shape segmentation: A comparative study. European Conference on Computer Vision (ECCV), Marsheille, France, October 2008.
    [Conference paper]: [html] - [pdf] - [ps]     - [doc] - [ppt]
     
  • S. Feng, S. Kevin Zhou, S. Good, and D. Comaniciu. Automatic Fetal Face Detection From Ultrasound Volumes Via Learning 3D and 2D Information.  IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), Miami, Florida, June 2009.
    [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...]

  • "Database-guided methods for biomedical image analysis," Department of Computer Science, Rutgers, The State University of New Jersey, New Brunswick, New Jersey, February 25, 2009.
     
  • "Contextual biomedical image learning," Department of Computer Science, Princeton University, New Jersey, November 26, 2007.
     
  • "Shape regression machine," Information Processing in Medical Imaging (IPMI), Rolduc Abbey, The Netherlands, July 2, 2007.

Curriculum Vitae [pdf]