Uniform Local Binary Pattern for Fingerprint Liveness Detection in the Gaussian Pyramid

<table class="figure-group"><tr class="fig-image" id="a"><td><object data="https://static.hindawi.com/articles/jece/volume-2018/1539298/figures/1539298.fig.006a.svgz" name="1539298.fig.006a" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(a) </b>Results of the Biometrika sensor</td></tr><tr class="fig-image" id="b"><td><object data="https://static.hindawi.com/articles/jece/volume-2018/1539298/figures/1539298.fig.006b.svgz" name="1539298.fig.006b" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(b) </b>Results of the CrossMatch sensor</td></tr><tr class="fig-image" id="c"><td><object data="https://static.hindawi.com/articles/jece/volume-2018/1539298/figures/1539298.fig.006c.svgz" name="1539298.fig.006c" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(c) </b>Results of the Italdata sensor</td></tr><tr class="fig-image" id="d"><td><object data="https://static.hindawi.com/articles/jece/volume-2018/1539298/figures/1539298.fig.006d.svgz" name="1539298.fig.006d" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(d) </b>Results of the Swipe sensor</td></tr></table>

<div>Results of the Parameter optimization based on different sensors in LivDet 2013.</div>

Journal of Electrical and Computer Engineering

fig6

Figure 6

Figure 6: Uniform Local Binary Pattern for Fingerprint Liveness Detection in the Gaussian Pyramid 