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Recently, we have proposed new fingerprint templates based on the 1D discrete fractional Fourier, cosine and sine transforms (DFRT, DFCT and DFST) in order to realize the fingerprint recognition system with high recognition accuracy and high robustness against attacks. In this study, the generation condition of the fingerprint templates, i.e., a range of the transforms’ orders, pi, is investigated in more detail to realize higher recognition accuracy. In addition, the EERs and the robustness are compared between the cases that a set of the transforms’ orders is changed for each person and the set is unchanged for each person. As a result, in the case that the set is changed for each person, the most appropriate templates can be obtained as the phase distributions (PDs) of the DFCTs and the DFSTs under the condition that 0.0< pi ≤0.3 and 0.0< pi ≤0.5.The EER is an order of 10 -7 %

EER, Robustness and Generation Condition of Fingerprint Templates Based on the Fractional Cosine and Sine Transforms