Selection of Outline Descriptors Based on LightGBM with Application to Infrared Image Target Recognition

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Method</td><td class="align_center">Average recognition rate (%)</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Proposed</td><td class="align_center">97.9</td></tr><tr><td class="align_left">SVM</td><td class="align_center">94.5</td></tr><tr><td class="align_left">SRC</td><td class="align_center">95.1</td></tr><tr><td class="align_left">EFS</td><td class="align_center">96.9</td></tr><tr><td class="align_left">CNN</td><td class="align_center">97.2</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Performance of different methods on original samples.</div>

Scientific Programming

tab2

Table 2

Table 2: Selection of Outline Descriptors Based on LightGBM with Application to Infrared Image Target Recognition 