Parameters Learning of BPS M7 Banknote Processing Machine for Banknote Fitness Classification

Thiti Kongprasert, Prabhas Chongstitvatana · 2019

This paper presents a method to adjust banknote processing machine parameters so that it performance is comparable to the banknote specialist. Using Support Vector Machine to find important factors and select those factors to be adjusted and then find each threshold from individual histogram of each parameters. The result shows that the proposed method can boost classification accuracy to the banknote processing machine.

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