Neural network for invariant recognition of a few image classes

Alexandr N. Oparin; Irina V. Plekhanova; Nickolay G. Soloviov

doi:10.1117/12.304961

1 April 1998 Neural network for invariant recognition of a few image classes

Alexandr N. Oparin, Irina V. Plekhanova, Nickolay G. Soloviov

Proceedings Volume 3402, Optical Information Science and Technology (OIST97): Optical Memory and Neural Networks; (1998) https://doi.org/10.1117/12.304961
Event: Optical Information Science and Technology, 1997, Moscow, Russian Federation

Abstract

A neural network (NN) for recognition of a few image classes is considered. The method of recognition in the initial and transformed space of the features, where the training set is based on dispersion analysis, is investigated. Simulation results of the recognition process by type (alpha) NN are presented for the images of objects in the initial and transformed space of the features.

Citation Download Citation

Alexandr N. Oparin, Irina V. Plekhanova, and Nickolay G. Soloviov "Neural network for invariant recognition of a few image classes", Proc. SPIE 3402, Optical Information Science and Technology (OIST97): Optical Memory and Neural Networks, (1 April 1998); https://doi.org/10.1117/12.304961

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