Face recognition by independent component analysis

MS Bartlett, JR Movellan… - IEEE Transactions on …, 2002 - ieeexplore.ieee.org
Face recognition performances using the ICA representations were benchmarked by …
that face recognition performance improved with the number of components separated. We …

[PDF][PDF] Face recognition using principal component analysis method

LC Paul, A Al Sumam - … Journal of Advanced Research in Computer …, 2012 - academia.edu
… in different conditions of face orientation. In this research, Principal component analysis
approach to the face recognition problem was studied and a face recognition system based on …

Independent component analysis of Gabor features for face recognition

C Liu, H Wechsler - IEEE transactions on Neural Networks, 2003 - ieeexplore.ieee.org
… In our experiments, for the FacE REcognition Technology (FERET) [38] dataset, face detection
is based on manual detection of the centers of the eyes, and for the ORL dataset,1 no face

[PDF][PDF] Principal component analysis for face recognition

SP Bahurupi, DS Chaudhari - International Journal of Engineering and …, 2012 - Citeseer
… building of face recognition system by using Principal Component Analysis (PCA) method.
PCA is a statistical approach used for reducing the number of variables in face recognition. …

Face recognition using an enhanced independent component analysis approach

KC Kwak, W Pedrycz - IEEE Transactions on Neural Networks, 2007 - ieeexplore.ieee.org
… The most representative recognition techniques frequently used in conjunction with face
recognition are principal component analysis (PCA) [1], independent component analysis (ICA) […

Face recognition using independent component analysis and support vector machines

O Déniz, M Castrillon, M Hernández - Pattern recognition letters, 2003 - Elsevier
… considered a generalization of principal component analysis (PCA). … face recognition
problem. Experiments were made on two different face databases, achieving very high recognition

Diagonal principal component analysis for face recognition

D Zhang, ZH Zhou, S Chen - Pattern recognition, 2006 - Elsevier
… A novel face recognition method called diagonal principal component analysis (DiaPCA) is
… The essential idea of the proposed method is to generate the diagonal face images from the …

[PDF][PDF] Independent components of face images: A representation for face recognition

MS Bartlett, TJ Sejnowski - Proc. 4th Annual J. Symp. Neural …, 1997 - mplab.ucsd.edu
… of face images based on independent component analysis (ICA) … component analysis (PCA)
for recognizing faces across changes in lighting and changes in pose. For each set of face

Face recognition using principal component analysis

R Kaur, E Himanshi - 2015 IEEE international advance …, 2015 - ieeexplore.ieee.org
Analysis, Discrete … Component Analysis (PCA) method for face recognition in an efficient
manner. There are numerous issues to take into account whenever choosing a face recognition

Independent component representations for face recognition

MS Bartlett, MS Bartlett - Face Image Analysis by Unsupervised Learning, 2001 - Springer
… A number of face recognition algorithms employ principal component analysis (PCA), which
is … components analysis for recognizing faces across days and changes in expression. …