A Partial Hierarchical Model for Online Low-Resolution Wear Particle Images Classification

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr class="thead"><td class="align_left"> </td><td class="align_center">Total</td><td class="align_center">Correct</td><td class="align_center">Recognition rate (%)</td></tr><tr><td class="thead-hr" colspan="4"><hr/></td></tr><tr><td class="align_left">Cutting</td><td class="align_center">94</td><td class="align_center">88</td><td class="align_center">94</td></tr><tr><td class="align_left">Sphere</td><td class="align_center">15</td><td class="align_center">15</td><td class="align_center">100</td></tr><tr><td class="align_left">Nonmetallic</td><td class="align_center">57</td><td class="align_center">54</td><td class="align_center">95</td></tr><tr><td class="align_left">Sliding</td><td class="align_center">98</td><td class="align_center">65</td><td class="align_center">84.6</td></tr><tr><td class="align_left">Fatigue</td><td class="align_center">88</td><td class="align_center">74</td><td class="align_center">85.9</td></tr><tr class="table-tr"><td colspan="4"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>The five classification results of wear particles with the SR-PHnet model.</div>

Computational Intelligence and Neuroscience

tab5

Table 5

Table 5: A Partial Hierarchical Model for Online Low-Resolution Wear Particle Images Classification 