Customized IP core for High Volume banknote authentication

In this paper, an implementation of Principal Component Analysis (PCA) algorithm is done and tested in order to identify authentic banknotes. With the expansion of international trades, banknote authentication has become a crucial subject to prevent counterfeit banknotes to be traded. PCA method is used for dimension reduction and RMSE is used as a simple factor to classify the each image of a banknote. These methods can be implemented on portable devices and helps user whenever a user may doubt whether a banknote is authentic.

کلیدواژه ها:

Principal Component Analysis (PCA) ، banknote authentication ، classification ، Feld Programmable Gate Array (FPGA) ، System on Chip (SoC)