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Rotation-invariant neural pattern recognition system with application to coin recognition

, , , und .
Proceedings of the IEEE International joint Conference on Neural Networks 1991, IJCNN'91, 2, Seite 1027-1032. IEEE Computer Society, (1991)
DOI: 10.1109/IJCNN.1991.170532

Zusammenfassung

The authors propose a pattern recognition system which is insensitive to the rotation of the input pattern by various degrees. The system consists of a fixed invariance network with many slabs and a trainable multilayered network. To illustrate the effectiveness of the system, the authors apply it to rotation-invariant coin recognition of 500 yen and 500 won coins. The results of computer simulation show that a neural network approach will be useful in rotation-invariant pattern recognition

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