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Mathematic Symbol Recognition Based On Neural Network

Posted on:2006-11-05Degree:MasterType:Thesis
Country:ChinaCandidate:H XuFull Text:PDF
GTID:2120360155476051Subject:Basic mathematics
Abstract/Summary:PDF Full Text Request
Mathematics symbol is science, especially mathematics worker prosecute intercommunion and Storage mostly carrier, yet due to OCR software technology disfigurement.Computer however cannot versus those recognition prosecuting Up to now, this already is input- bottleneck about mathematics information.Aim at this problem, in this paper necessary analysis prosecuting, equally use neural network recognition pattern facet to Microsoft Word in common use 64 mathematics symbol printing font recognition experiment prosecuting.In this paper pick up mathematics symbol(.bmp) moment character, discuss and ameliorate disfigurement of neural network model,Adopt monolayer BP network method, MSNN make up of BP network and SOFM method, MSCM method,attain optimize parameter of neural network and very well recognition effect...
Keywords/Search Tags:BP network, SOFM, MSNN, MSCM, moment, area method, furthest near neighbor method
PDF Full Text Request
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