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Proceedings Paper

On improvements of neural network accuracy with fixed number of active neurons
Author(s): Natalia Sokolova; Dmitry P. Nikolaev; Dmitry Polevoy
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Paper 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.

Paper Details

Date Published: 14 February 2015
PDF: 5 pages
Proc. SPIE 9445, Seventh International Conference on Machine Vision (ICMV 2014), 944528 (14 February 2015); doi: 10.1117/12.2180943
Show Author Affiliations
Natalia Sokolova, Smart Engines Ltd. (Russian Federation)
Dmitry P. Nikolaev, Institute for Information Transmission Problems (Russian Federation)
Dmitry Polevoy, National Univ. of Science and Technology - MISIS (Russian Federation)
Institute for Systems Analysis (Russian Federation)

Published in SPIE Proceedings Vol. 9445:
Seventh International Conference on Machine Vision (ICMV 2014)
Antanas Verikas; Branislav Vuksanovic; Petia Radeva; Jianhong Zhou, Editor(s)

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