MFOC-CliqueNet: A CliqueNet-Based Optimal Combination of Multidimensional Features Classification Method for Large-Scale Laser Point Clouds

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Category</td><td class="align_center">Training data</td><td class="align_center">Test data</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Vegetation</td><td class="align_center">14441</td><td class="align_center">257953</td></tr><tr><td class="align_left">Wire</td><td class="align_center">2571</td><td class="align_center">3469</td></tr><tr><td class="align_left">Pole</td><td class="align_center">1086</td><td class="align_center">7648</td></tr><tr><td class="align_left">Ground</td><td class="align_center">14121</td><td class="align_center">930946</td></tr><tr><td class="align_left">Facade</td><td class="align_center">4713</td><td class="align_center">109954</td></tr><tr><td class="align_left">Sum</td><td class="align_center">36932</td><td class="align_center">1309970</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Number of samples per class for the Oakland 3D point cloud data set.</div>

Computational Intelligence and Neuroscience

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Table 2

Table 2: MFOC-CliqueNet: A CliqueNet-Based Optimal Combination of Multidimensional Features Classification Method for Large-Scale Laser Point Clouds 