A Non-Parametric Approach for Paper Currency Recognition
نویسنده
چکیده
In this paper, a non-parametric approach is proposed for the recognition of paper currency. The proposed approach is based on the development of a non-parametric model for each kind of paper currency. The model is obtained by averaging all available samples of a banknote. In order to get a reliable model, all banknotes should be aligned which is ensured in this work by a new proposed capturing system. A non-known banknote can be recognized by finding the coefficients of determination between the banknote and the non-parametric models and discriminate based on these values. The proposed method is applied to three kinds of Saudi banknotes, and it was able to recognize correctly 100% of tested banknotes.
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