A Method Based on Active Appearance Model and Gradient Orientation Pyramid of Face Verification as People Age

<table class="table-group" id="tab4"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td align="left">Methods</td><td align="center">EER</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td align="left"><span style="width: 16.1625px;"><svg height="15.25" id="M85" style="vertical-align:-3.13504pt" version="1.1" viewbox="0 0 16.1625 15.25" width="16.1625" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
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<g transform="matrix(.012,-0,0,-.012,9.763,15.187)"><path d="M412 140l28 -9q0 -2 -35 -131h-373v23q112 112 161 170q59 70 92 127t33 115q0 63 -31 98t-86 35q-75 0 -137 -93l-22 20l57 81q55 59 135 59q69 0 118.5 -46.5t49.5 -122.5q0 -62 -29.5 -114t-102.5 -130l-141 -149h186q42 0 58.5 10.5t38.5 56.5z" id="x32"></path></g>
</svg></span></td><td align="center">0.22928</td></tr><tr><td align="left">GO</td><td align="center">0.20713</td></tr><tr><td align="left">SVM + diff</td><td align="center">0.21112</td></tr><tr><td align="left">SVM + G</td><td align="center">0.23595</td></tr><tr><td align="left">SVM + GO</td><td align="center">0.13755</td></tr><tr><td align="left">SVM + GOP</td><td align="center">0.11583</td></tr><tr><td align="left">SVM + AAM + GOP</td><td align="center">0.10049</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Equal error rates for ten-fold validation experiment on MORPH database.

Mathematical Problems in Engineering

tab4

Table 4

Table 4: A Method Based on Active Appearance Model and Gradient Orientation Pyramid of Face Verification as People Age 