Rotation-Invariant Neural Pattern Recognition System with Application to Coin Recognition

IEEE Transactions on Neural Networks

Volumn 3, Issue 2, 1992, Pages 272-279

  Fukumi, Minoru ^a   Omatu, Sigeru ^a   Takeda, Fumiaki ^b   Kosaka, Toshihisa ^b  

^a UNIVERSITY OF TOKUSHIMA   (Japan)

^b GLORY LTD   (Japan)

Author keywords

[No Author keywords available]

Indexed keywords

NEURAL NETWORKS - APPLICATIONS;

COIN RECOGNITION; INVARIANT PATTERN RECOGNITION; MULTILAYER NEURAL NETWORKS;

PATTERN RECOGNITION;

EID: 0026836060     PISSN: 10459227     EISSN: 19410093     Source Type: Journal    
DOI: 10.1109/72.125868     Document Type: Article

References (12)

1. D. E. Rumelhart, G.E. Hinton, and R.J. Williams, “Learning internal representations,” in Parallel Distributed Processing, vol. 1, Cambridge, MA: MIT Press, 1986, pp. 318–362.
2. F. Rosenblatt, “The perceptrons,” Psychol. Rev., vol. 65, pp. 386–408, 1958.
3. M. Minsky and S. Papert, Perceptrons. Cambridge, MA: MIT Press, 1969.
4. B. Widrow and M.E. Hoff, “Adaptive switching circuits,” in IRE WESCON Convention Rec., 1960, pp. 96–104.
5. T. J. Sejnowski and C. R. Rosenberg, “NETtalk: A parallel network that learns to read aloud,” in Neurocomputing Foundation of Research. Cambridge, MA: MIT Press, 1986, pp. 661–672.
6. G. W. Cottrell, P. Munro, and D. Zipser, “Image compression by back propagation: An example of extentional programing,” Tech. Rep. 8702, Institute for Cognitive Science, Univ. of California, San Diego, 1987.
7. K. Fukushima, S. Miyake, and T. Ito, “Neocognitron: A neural network model for a mechanism of visual pattern recognition,” IEEE Trans. Syst., Man, Cybern., vol. SMC-13, no. 5, pp. 826–834, 1983.
8. G. A. Carpenter and S. Grossberg, “The ART of adaptive pattern recognition by a self-organizing neural networks,” IEEE Computer, vol. 21, no. 3, pp. 77–88, 1988.
9. B. Widrow, R. G. Winter, and R. A. Baxter, “Layered neural nets for pattern recognition,” IEEE Trans. Acoust., Speech, Signal Process, vol. 36, no. 7, pp. 1109–1118, 1988.
10. M. W. Koch, M. W. Roberts, and S.W. Aiken, “A vision architecture for scale, translation and rotation invariance,” in Proc. Int. Joint Conf Neural Networks, vol. II, 1990, pp. 393–396.
11. M. Hosokawa, S. Omatu, and M. Fukumi, “A new approach for pattern c recognition by neural networks with scramblers,” in Proc. Int. Joint Conf. Neural Networks, vol. I, 1989, pp. 183–188.
12. S. Omatu, M. Fukumi, and M. Teranishi, “Neural network model for t alphabetical letter recognition,” in Proc. Int. Neural Network Con, c, vol. 1, 1990, pp. 19–22.