Self-optimizing classifier

Details Self-optimizing classifier Self-optimizing classifier

2008-04-22

2008-04-22

Wu, Jingge (Department: 2624)

Image analysis

Learning systems

Trainable classifiers or pattern recognizers

C382S156000, C382S224000, C707S793000

Reexamination Certificate

active

10612808

ABSTRACT:
A method and computer program product are disclosed for determining an optimal classifier model for a pattern recognition system and updating the determined model to recognize new output classes. An initial plurality of classifier models are selected from a set of generated classifier models. An optimal representative classifier for each classifier model is selected according to an iterative optimization routine. The representative classifier having the highest associated value for a fitness function is accepted.

REFERENCES:
patent: 4376932 (1983-03-01), Cassada
patent: 4829577 (1989-05-01), Kuroda et al.
patent: 5276770 (1994-01-01), Castelaz
patent: 5377307 (1994-12-01), Hoskins et al.
patent: 5473730 (1995-12-01), Simard
patent: 5479572 (1995-12-01), Marcantonio
patent: 5544257 (1996-08-01), Bellegarda et al.
patent: 5561741 (1996-10-01), Wasserman
patent: 5600758 (1997-02-01), Broese et al.
patent: 5617486 (1997-04-01), Chow et al.
patent: 5640493 (1997-06-01), Skeirik
patent: 5699487 (1997-12-01), Richardson
patent: 5720002 (1998-02-01), Wang
patent: 5796863 (1998-08-01), Lyon
patent: 5826249 (1998-10-01), Skeirik
patent: 5832466 (1998-11-01), Feldgajer
patent: 5835901 (1998-11-01), Duvoisin, III et al.
patent: 5877954 (1999-03-01), Klimasauskas et al.
patent: 5943661 (1999-08-01), Katz
patent: 6018728 (2000-01-01), Spence et al.
patent: 6038556 (2000-03-01), Hutchison
patent: 6049793 (2000-04-01), Tomita
patent: 6058205 (2000-05-01), Bahl et al.
patent: 6154559 (2000-11-01), Beardsley
patent: 6185470 (2001-02-01), Pado et al.
patent: 6249781 (2001-06-01), Sutton
patent: 6256410 (2001-07-01), Nathan et al.
patent: 6269351 (2001-07-01), Black
patent: 6272479 (2001-08-01), Farry et al.
patent: 6336109 (2002-01-01), Howard
patent: 6363289 (2002-03-01), Keeler et al.
patent: 6363348 (2002-03-01), Besling et al.
patent: 6823306 (2004-11-01), Reding et al.
patent: 6879969 (2005-04-01), Engstrom et al.
patent: 7113636 (2006-09-01), Ii et al.
patent: 7181438 (2007-02-01), Szabo
patent: 2001/0025232 (2001-09-01), Klimasauskas et al.
patent: 2002/0016782 (2002-02-01), Cooper
patent: 2003/0063780 (2003-04-01), Gutta et al.
patent: 2004/0022441 (2004-02-01), Cecala et al.
patent: 2004/0032981 (2004-02-01), Ii et al.
patent: 2004/0096100 (2004-05-01), Ii et al.
patent: 2004/0096107 (2004-05-01), Ii et al.
“Modeling & Forecasting the Information Sciences”, Brian R. Gaines, Knowledge Science Institute, University of Calgary.
“An Overview of Neural Networks”, Adaptivity.
“High-Speed Learning System for Large-Scale Optical Neural Network”, Masahiko Mori, Yutaka Yagai, Toyohiko Yatagai.

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