Human Walking Pattern Recognition Based on KPCA and SVM with Ground Reflex Pressure Signal

<table class="table-group" width="800px"><tr class="fig-image" id="a"><td><img alt="143435.fig.008a" src="https://static.hindawi.com/articles/mpe/volume-2013/143435/figures/143435.fig.008a.jpg"/></td></tr><tr class="fig-caption"><td align="center"><table><tr><td><b>(a) </b>Contour map of parameter selection results</td></tr></table></td></tr><tr class="fig-image" id="b"><td><img alt="143435.fig.008b" src="https://static.hindawi.com/articles/mpe/volume-2013/143435/figures/143435.fig.008b.jpg"/></td></tr><tr class="fig-caption"><td align="center"><table><tr><td><b>(b) </b>3D view of parameter selection results</td></tr></table></td></tr></table>

<table>The cross-validation result of parameter selection of  SVM-PCA.</table>

Mathematical Problems in Engineering

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Figure 8

Figure 8: Human Walking Pattern Recognition Based on KPCA and SVM with Ground Reflex Pressure Signal 