Fast Discriminative Stochastic Neighbor Embedding Analysis

<table class="table-group" width="800px"><tr class="fig-image" id="a"><td><img alt="106867.fig.004a" src="https://static.hindawi.com/articles/cmmm/volume-2013/106867/figures/106867.fig.004a.jpg"/></td></tr><tr class="fig-caption"><td align="center"><table><tr><td><b>(a) </b>FKDSNE2</td></tr></table></td></tr><tr class="fig-image" id="b"><td><img alt="106867.fig.004b" src="https://static.hindawi.com/articles/cmmm/volume-2013/106867/figures/106867.fig.004b.jpg"/></td></tr><tr class="fig-caption"><td align="center"><table><tr><td><b>(b) </b>FKDSNE1</td></tr></table></td></tr><tr class="fig-image" id="c"><td><img alt="106867.fig.004c" src="https://static.hindawi.com/articles/cmmm/volume-2013/106867/figures/106867.fig.004c.jpg"/></td></tr><tr class="fig-caption"><td align="center"><table><tr><td><b>(c) </b>FDSNE </td></tr></table></td></tr><tr class="fig-image" id="d"><td><img alt="106867.fig.004d" src="https://static.hindawi.com/articles/cmmm/volume-2013/106867/figures/106867.fig.004d.jpg"/></td></tr><tr class="fig-caption"><td align="center"><table><tr><td><b>(d) </b>MSNP</td></tr></table></td></tr><tr class="fig-image" id="e"><td><img alt="106867.fig.004e" src="https://static.hindawi.com/articles/cmmm/volume-2013/106867/figures/106867.fig.004e.jpg"/></td></tr><tr class="fig-caption"><td align="center"><table><tr><td><b>(e) </b>SNE</td></tr></table></td></tr><tr class="fig-image" id="f"><td><img alt="106867.fig.004f" src="https://static.hindawi.com/articles/cmmm/volume-2013/106867/figures/106867.fig.004f.jpg"/></td></tr><tr class="fig-caption"><td align="center"><table><tr><td><b>(f) </b><svg height="10.3875" id="M194" style="vertical-align:-0.1638pt" version="1.1" viewbox="0 0 5.9250002 10.3875" width="5.9250002" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink">
<g transform="matrix(.017,-0,0,-.017,.062,10.125)"><path d="M324 430l-26 -36l-112 -4l-55 -265q-13 -66 7 -66q13 0 44.5 20t50.5 40l17 -24q-38 -40 -85.5 -73.5t-87.5 -33.5q-50 0 -21 138l55 262h-80l-2 8l25 34h66l25 99l78 63l10 -9l-37 -153h128z" id="x1D461"></path></g>
</svg>-SNE</td></tr></table></td></tr></table>

<table>Visualization of 100 images from COIL-20 images dataset. </table>

Computational and Mathematical Methods in Medicine

fig4

Figure 4

Figure 4: Fast Discriminative Stochastic Neighbor Embedding Analysis 