A Set of Geometric Features for Neural Network-Based Textile Defect Classification

<table class="table-group" id="tab6"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td align="left">Defects</td><td align="center">Population size</td><td align="center">Accuracy</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td align="left">Horizontal stripe</td><td align="center">127</td><td align="center">81.88%</td></tr><tr><td align="left">Vertical stripe and hole</td><td align="center">4</td><td align="center">50.00%</td></tr><tr><td align="left">Hole</td><td align="center">14</td><td align="center">64.28%</td></tr><tr><td align="left">Horizontal soil stripe</td><td align="center">3</td><td align="center">66.66%</td></tr><tr><td align="left">Vertical soil stripe</td><td align="center">6</td><td align="center">50.00%</td></tr><tr><td align="left">Horizontal stripe and hole</td><td align="center">28</td><td align="center">75.00%</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Examples of reported defect classification accuracies by using Gabor filter [<a href="/journals/isrn/2012/643473/#B6">6</a>].

International Scholarly Research Notices

tab6

Table 6

Table 6: A Set of Geometric Features for Neural Network-Based Textile Defect Classification 