B. A. Draper, K. Baek, M. S. Bartlett, and J. R. Beveridge. Recognizing faces with PCA and ICA. Comp. Vis. and Image Understanding, (91):115--137, 2003. Home/Search Document Not in Database Summary Related Articles Check |
This paper is cited in the following contexts:
Face Recognition by Independent Component Analysis - Bartlett, Movellan, Sejnowski (2001) (4 citations) (Correct)
....instead of cosines. Consistent with our ndings, there was no signi cant di erence between PCA and ICA using Euclidean distance as the similarity measure. Cosines were not tested in that paper. A thorough comparison of ICA and PCA using a large set of similarity measures was recently conducted in [17], and supported the advantage of ICA for face recognition. In Section 5, independent component analysis provided a set of statistically independent coecients for coding the images. It has been argued that such a factorial code is advantageous for encoding complex objects that are characterized by ....
....representation 24 were higher than in the Architecture I representation. The ICA factorial representation may prove to have a greater advantage given a much larger training set of images. Indeed, this prediction has born out in recent experiments with a larger set of FERET face images [17]. It also is possible that the factorial code representation may prove advantageous with more powerful recognition engines than nearest neighbor on cosines, such as a Bayesian classi er. An image set containing many more frontal view images of each subject collected on di erent days will be ....
B.A. Draper, K. Baek, Bartlett M.S., and J.R. Beveridge. Recognizing faces with pca and ica. Computer Vision and Image Understanding, Special Issue on Face Recognition, 2002. Submitted.
Face Recognition by Independent Component Analysis - Bartlett, Movellan, Sejnowski (2002) (4 citations) Self-citation (Bartlett) (Correct)
No context found.
B. A. Draper, K. Baek, M. S. Bartlett, and J. R. Beveridge, "Recognizing faces with PCA and ICA," Comput. Vision Image Understanding (Special Issue on Face Recognition), 2002, submitted for publication.
Face Recognition by Independent Component Analysis - Bartlett, Movellan, Sejnowski (2002) (4 citations) Self-citation (Bartlett) (Correct)
No context found.
B. A. Draper, K. Baek, M. S. Bartlett, and J. R. Beveridge, "Recognizing faces with PCA and ICA," Comput. Vision Image Understanding (Special Issue on Face Recognition), 2002, submitted for publication.
ViVo: Visual Vocabulary Construction - For Mining Biomedical (Correct)
No context found.
B. A. Draper, K. Baek, M. S. Bartlett, and J. R. Beveridge. Recognizing faces with PCA and ICA. Comp. Vis. and Image Understanding, (91):115--137, 2003.
Face Recognition in Subspaces - Shakhnarovich, Moghaddam (2004) (Correct)
No context found.
B. A. Draper, K. Baek, M. S. Bartlett, and J. R. Beveridge. Recognizing faces with PCA and ICA. Computer Vision and Image Understanding, 91(1--2):115-- 137, July/Aug. 2003.
Face Recognition with Weighted Locally Linear Embedding - Mekuz, Bauckhage, Tsotsos (Correct)
No context found.
B. Draper, K. Baek, M. Bartlett, and J. Beveridge. Recognizing faces with pca and ica. Comput. Vis. Image Underst., 92(2):115--137, 2003.
Face Recognition in Subspaces - Shakhnarovich, Moghaddam (2004) (Correct)
No context found.
B. A. Draper, K. Baek, M. S. Bartlett, and J. R. Beveridge. Recognizing faces with PCA and ICA. Computer Vision and Image Understanding, 91(1--2):115-- 137, July/Aug. 2003.
Online articles have much greater impact More about CiteSeer.IST Add search form to your site Submit documents Feedback
CiteSeer.IST - Copyright Penn State and NEC