On improvements of neural network accuracy with fixed number of active neurons
| Autor: | Dmitry Polevoy, Natalia Sokolova, Dmitry P. Nikolaev |
|---|---|
| Rok vydání: | 2015 |
| Předmět: |
Artificial neural network
Computer science business.industry ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION Pattern recognition Perceptron Machine learning computer.software_genre ComputingMethodologies_PATTERNRECOGNITION Computer Science::Computer Vision and Pattern Recognition Multilayer perceptron Mobile camera Artificial intelligence business Classifier (UML) computer |
| Zdroj: | ICMV |
| ISSN: | 0277-786X |
| Popis: | 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. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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