Image analysis – Learning systems – Trainable classifiers or pattern recognizers
Patent
1995-07-17
1998-06-30
Boudreau, Leo
Image analysis
Learning systems
Trainable classifiers or pattern recognizers
382118, 382225, 382228, G06K 962
Patent
active
057745765
ABSTRACT:
A pattern recognition method uses unsupervised metric learning starting from a mixture of normal densities which explains well observed data. An improved decision rule is provided for selecting the reference database element most likely to correspond to a query.
REFERENCES:
patent: 4661913 (1987-04-01), Wu et al.
patent: 5075896 (1991-12-01), Wilcox et al.
patent: 5345535 (1994-09-01), Doddington
patent: 5461699 (1995-10-01), Arbabi et al.
patent: 5491758 (1996-02-01), Bellegrada et al.
T. Kanade, "Picture Processing System by Computer Complex and Recognition of Human Faces," (Ph.D. thesis), Dept. Of Information Science, Kyoto University, Nov. 1973, pp. 75-91.
Satosi Watanabe, Frontiers of Pattern Recognition, Academic Press, 1972.
M. Bongard, Pattern Recognition, Spartan Books, 1970, ISBN: 0-87671-111-2.
Laveen N. Kanal, Pattern Recognition, Thompson Book Co., 1968.
Piper et al., Stein's Paradox and Improved Quadratic Descrimination of Real and Simulated Data by Covariance Weighting, IEEE Conference Article, 1994, pp. 529-532.
K. S. Fu, Digital Pattern Recognition, Springer-Verlag, 1980, ISBN: 3-540-10207-8; 0-387-10207-8.
K. S. Fu, Syntactic Pattern Reconigtion and Applications, Prentice-Hall Inc., 1982, ISBN: 0-13-880120-7.
George C. Cheng et al., Pictorial Pattern Recognition, Proceedings of Symposium on Automatic Photointerpretation, Thompson Book Co., 1968.
Tzay Y. Young, Handbook of Pattern Recognition and Image Processing, Academic Press, Inc., 1986, ISBN: 0-12-774560-2.
Cox Ingemar J.
Yianilos Peter N.
Boudreau Leo
Feig Philip J.
NEC Research Institute Inc.
Werner Brian P.
LandOfFree
Pattern recognition by unsupervised metric learning does not yet have a rating. At this time, there are no reviews or comments for this patent.
If you have personal experience with Pattern recognition by unsupervised metric learning, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Pattern recognition by unsupervised metric learning will most certainly appreciate the feedback.
Profile ID: LFUS-PAI-O-1868733