Image analysis – Histogram processing – For setting a threshold
Patent
1996-05-16
1997-07-15
Hafiz, Tariq R.
Image analysis
Histogram processing
For setting a threshold
395 20, 382159, G06E 100, G06E 300, G06F 1516
Patent
active
056490682
ABSTRACT:
A method is described wherein the dual representation mathematical principle is used for the design of decision systems. This principle permits some decision functions that are weighted sums of predefined functions to be represented as memory-based decision function. Using this principle a memory-based decision system with optimum margin is designed wherein weights and prototypes of training patterns of a memory-based decision function are determined such that the corresponding dual decision function satisfies the criterion of margin optimality.
REFERENCES:
patent: 5067164 (1991-11-01), Denker et al.
patent: 5263124 (1993-11-01), Weaver et al.
patent: 5276771 (1994-01-01), Manukian et al.
patent: 5293454 (1994-03-01), Kamiya
patent: 5299284 (1994-03-01), Roy
patent: 5371809 (1994-12-01), Desieno
patent: 5371834 (1994-12-01), Tawel
patent: 5384895 (1995-01-01), Rogers et al.
patent: 5384896 (1995-01-01), Sakaue et al.
patent: 5440651 (1995-08-01), Martin
Sankar et al, "Growing and pruning neural tree networks"; IEEE Transactions on Computers, vol. 42, No. 3, Mar. 1993, pp. 291-299.
Kelly et al, "An adaptive algoritm for modifying hyperellipsoidal decision trees"; IJCNN, pp. 196-201 vol. 4, 7-11 Jun. 1992.
Leonard et al, "Radial basis function networks for classifying process faults"; IEEE Control Systems Magazine, vol. 11, iss. 3, pp.31-38, Apr. 1991.
Kleeman et al, "A computer integrated system for autonomous management of production"; Proceedings of Rensselaer's Second International Conference on Computer Integrated Manufacturing, pp. 324-330, 1990.
Eggers, et al, "Neural network data fusion concepts and application"; IJCNN International Joint Conference on Neural Networks, pp. 7-16 vol. 2, 17-21 Jun. 1990.
Lin et al, "Neural-Network-based fuzzy logic control and decision system"; IEEE Transactions on computers, pp. 1320-1336, vol. 40 iss. 12, Dec. 1991.
Boser Bernard
Guyon Isabelle
Vapnik Vladimir
Hafiz Tariq R.
Lucent Technologies - Inc.
LandOfFree
Pattern recognition system using support vectors 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 system using support vectors, we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Pattern recognition system using support vectors will most certainly appreciate the feedback.
Profile ID: LFUS-PAI-O-1498121