A Search Method for Optimal Band Combination of Hyperspectral Imagery Based on Two Layers Selection Strategy

<table class="table-group" id="tab1"><tr><td><table class="table"><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr class="thead"><td class="align_left">Data set</td><td class="align_center">Resolution</td><td class="align_center">Pixels (background + object)</td><td class="align_center">Bands</td><td class="align_center">Available bands</td><td class="align_center">Class</td></tr><tr><td class="thead-hr" colspan="6"><hr/></td></tr><tr><td class="align_left">Indian Pines</td><td class="align_center">145 × 145</td><td class="align_center">21025 (10776 + 10249)</td><td class="align_center">220</td><td class="align_center">200</td><td class="align_center">16</td></tr><tr><td class="align_left">PaviaU</td><td class="align_center">610 × 340</td><td class="align_center">2207400 (2164624 + 42776)</td><td class="align_center">115</td><td class="align_center">103</td><td class="align_center">9</td></tr><tr><td class="align_left">Salinas</td><td class="align_center">512 × 217</td><td class="align_center">111104 (56975 + 54129)</td><td class="align_center">224</td><td class="align_center">204</td><td class="align_center">16</td></tr><tr class="table-tr"><td colspan="6"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Essential information of experimental data set.</div>

Computational Intelligence and Neuroscience

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Table 1

Table 1: A Search Method for Optimal Band Combination of Hyperspectral Imagery Based on Two Layers Selection Strategy 