On improvements of neural network accuracy with fixed number of active neurons

Natalia Sokolova; Dmitry P. Nikolaev; Dmitry Polevoy

doi:10.1117/12.2180943

14 February 2015 On improvements of neural network accuracy with fixed number of active neurons

Natalia Sokolova, Dmitry P. Nikolaev, Dmitry Polevoy

Proceedings Volume 9445, Seventh International Conference on Machine Vision (ICMV 2014); 944528 (2015) https://doi.org/10.1117/12.2180943
Event: Seventh International Conference on Machine Vision (ICMV 2014), 2014, Milan, Italy

Abstract

In this paper an improvement possibility of multilayer perceptron based classifiers with using composite classifier scheme with predictor function was exploited. Recognition of embossed number characters on plastic cards in the image taken by mobile camera was used as a model problem.

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Natalia Sokolova, Dmitry P. Nikolaev, and Dmitry Polevoy "On improvements of neural network accuracy with fixed number of active neurons", Proc. SPIE 9445, Seventh International Conference on Machine Vision (ICMV 2014), 944528 (14 February 2015); https://doi.org/10.1117/12.2180943

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