Open Access Open Access  Restricted Access Subscription or Fee Access

Modified Hybrid Feature Set for Assamese Character and Anglo-Assamese Hand Written Numeral Recognition

Kandarpa Kumar Sarma

Abstract


Neural numeral recognition in two different languages as an extension of an Optical Character Recognition (OCR) system requires a unique feature set capturing relevant details of the input profiles. The performance of such a recognition system both during training and testing depends on the feature set. The work deals with the design of a combined character and numeral recognition system using a hybrid feature set applied earlier to the recognition of Assamese characters. The work also deals with the use of a modified version of this hybrid feature set derived for handwritten numeral recognition of two languages namely Assamese and English using a neural network. The set aims to maximize recognition performance, improve robustness and invariance to shape and size in presence of noise.

Keywords


MLP, Feature, Correlation Recognition, Assamese.

Full Text:

PDF


Disclaimer/Regarding indexing issue:

We have provided the online access of all issues and papers to the indexing agencies (as given on journal web site). It’s depend on indexing agencies when, how and what manner they can index or not. Hence, we like to inform that on the basis of earlier indexing, we can’t predict the today or future indexing policy of third party (i.e. indexing agencies) as they have right to discontinue any journal at any time without prior information to the journal. So, please neither sends any question nor expects any answer from us on the behalf of third party i.e. indexing agencies.Hence, we will not issue any certificate or letter for indexing issue. Our role is just to provide the online access to them. So we do properly this and one can visit indexing agencies website to get the authentic information. Also: DOI is paid service which provided by a third party. We never mentioned that we go for this for our any journal. However, journal have no objection if author go directly for this paid DOI service.