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AUSAI
2005
Springer
14 years 1 months ago
Resampling LDA/QR and PCA+LDA for Face Recognition
Abstract. Principal Component Analysis (PCA) plus Linear Discriminant Analysis (LDA) (PCA+LDA) and LDA/QR are both two-stage methods that deal with the small sample size (SSS) prob...
Jun Liu, Songcan Chen
AMFG
2003
IEEE
102views Biometrics» more  AMFG 2003»
14 years 29 days ago
PCA-Based Face Recognition in Infrared Imagery: Baseline and Comparative Studies
Techniques for face recognition generally fall into global and local approaches, with the principal component analysis (PCA) being the most prominent global approach. This paper u...
Xin Chen, Patrick J. Flynn, Kevin W. Bowyer
AVBPA
2003
Springer
582views Biometrics» more  AVBPA 2003»
14 years 27 days ago
Performance Evaluation of Face Recognition Algorithms on the Asian Face Database, KFDB
Human face is one of the most common and useful keys to a person’s identity. Many algorithms have been developed for automatic face recognition. And a number of commercial produc...
Bon-Woo Hwang, Hyeran Byun, Myung-Cheol Roh, Seong...
AVBPA
2003
Springer
133views Biometrics» more  AVBPA 2003»
14 years 27 days ago
Visual Analysis of the Use of Mixture Covariance Matrices in Face Recognition
The quadratic discriminant (QD) classifier has proved to be simple and effective in many pattern recognition problems. However, it requires the computation of the inverse of the sa...
Carlos E. Thomaz, Duncan Fyfe Gillies
ICARCV
2002
IEEE
132views Robotics» more  ICARCV 2002»
14 years 19 days ago
Chin contour estimation using modified Canny edge detector
A novel method to estunate the chin contour which is the curve that separates the chin region from the neck region of a human face is proposed. The method assumes that the face an...
Kar-kin Lee, Wai-kuen Cham, Qinran Chen