A novel prototype generation technique for handwriting digit recognition |
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| Authors: | S. ImpedovoAuthor Vitae F.M. ManginiD. BarbuzziAuthor Vitae |
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| Affiliation: | Department of Computer Science, Bari University “Aldo Moro”, Via Edoardo Orabona, 4-70125 Bari, Italy |
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| Abstract: | The aim of this paper is to introduce a novel prototype generation technique for handwriting digit recognition. Prototype generation is approached as a two-stage process. The first stage uses an Adaptive Resonance Theory 1 (ART1) based algorithm to select an effective initial solution, while the second one executes a fine tuning designed to generate the best prototypes. |
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| Keywords: | Handwriting digit recognition Prototype generation k-Nearest neighbor |
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