Chengjun Liu

Associate Professor
Department of Computer Science
New Jersey Institute of Technology
Newark, NJ 07102

Email: chengjun.liu@njit.edu
           
chengjun.liu@gmail.com
Phone: 973-596-5280
FAX: 973-596-5777
Office: GITC 4306
Lab: GITC 2401


Research Interests

Pattern Recognition (Face/Iris Recognition)
Machine Learning (Statistical Learning, Kernel Methods, Similarity Measures)
Computer Vision (Object/Face Detection, Video Processing)
Security (Biometrics)
Image Processing (New Color Spaces, Gabor Image Representation)

Patents

C. Liu: "Face Detection Method and Apparatus", United States Patent 7,162,076, January 9, 2007.

C. Liu and H. Wechsler: "Feature Based Classification", United States Patent 6,826,300, November 30, 2004.


Publications

  • "The Bayes Decision Rule Induced Similarity Measures", PAMI, 2007.
  • "Capitalize on Dimensionality Increasing Techniques for Improving Face Recognition Grand Challenge Performance", PAMI, 2006.
  • "Gabor-based Kernel PCA with Fractional Power Polynomial Models for Face Recognition", PAMI, 2004.
  • "A Bayesian Discriminating Features Method for Face Detection", PAMI, 2003.
  • "Evolutionary Pursuit and Its Application to Face Recognition", PAMI, 2000.

Teaching


News and Recent Talks



Services

  • PC Member, the IEEE Conference on Biometrics: Theory, Applications and Systems (BTAS) 2008;
  • PC Member, the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) 2008;
  • PC Member, the IEEE International Conference on Computer Vision (ICCV) 2007;
  • PC Member, the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR) 2007.

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