Using Fast Mode to speed up 1:N identification

In a new firmware version 1.4 recently released for SFM3000/3500 modules, a fast mode was added to accelerate one to many fingerprint identification speed. The use of a fast mode can accelerate the identification speed up to 10 times at the sacrifice of relatively small degradation of authentication accuracy. The following figure shows the average matching time for 1 to 1000 genuine matching.


Figure 1 1:1000 genuine matching time (ms)


The fast mode has 5 different levels from mode 1 to 5. From the genuine matching result of Figure 2, the followings can be said :


Table 1 1:1000 genuine identification time (ms)

Feature ExtractionNormal ModeFast Mode 1Fast Mode 2Fast Mode 3Fast Mode 4Fast Mode 5
OP79224541197112110591013968
TC167517721018963908865829
TC24831135885789720678642
FL5061072899818759716674
FC81519161306115810941041990


Compared with considerable gains in matching speed, performance degradation is relatively small. The following table shows the average FRR (false reject rate) in the use of the fast mode. The FAR (false acceptance rate) does not change with fast mode and only affected by security level. In this test, the security level is set to FAR of 1/100,000.


Table 2 False Reject Rate (%)

Normal ModeFast Mode 1Fast Mode 2Fast Mode 3Fast Mode 4Fast Mode 5
FRR1.311.441.451.571.771.95

From Table 2, the followings are observed:


Even though the performance degradation is not much, the fast mode does not need to be used in identification of small database, say less than 100 templates. In that case, the difference of matching time between a normal and a fast mode is not significant.