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. |
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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.
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Teaching
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News and Recent Talks
- Presentation
at the Biometric
Consortium Conference 2007, September 11-13, 2007, Baltimore
Convention Center, Baltimore, MD.
- New FRGC
results, January 07 (EX4: 86.42% verification rate at 0.1% false
accept rate; EX1: 96.04% verification rate at 0.1% false accept rate)
- Seminar at Center for
Imaging Science, Johns Hopkins University, June 21, 2006,
Baltimore, MD.
- My face recognition method
achieves the Best
Performance for Face
Recognition Grand Challenge (FRGC) Experiment #4 - the most
challenging FRGC experiment, at the 3rd Face Recognition Grand
Challenge Workshop on February 16, 2005, McLean, VA.
- Presentation
at the 3rd Face Recognition Grand Challenge Workshop on February 16,
2005, McLean, VA.
- Presentation
at the Biometric
Consortium Conference 2004, September 20-22, 2004, Crystal City, VA.
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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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SPECIAL THANKS TO
OUR SPONSORS
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