Camera-Based Motion Recognition for Mobile Interaction

<table class="table-group" id="tab3"><tr><td><table class="table"><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr class="thead"><td align="left">  Command</td><td align="center">Correct</td><td align="center">Correct rejected</td><td align="center">Incorrect rejected</td><td align="center">Incorrect</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td align="left">  Com1</td><td align="center">50</td><td align="center">0</td><td align="center">0</td><td align="center">0</td></tr><tr><td align="left"> Com2</td><td align="center">47</td><td align="center">2</td><td align="center">0</td><td align="center">1</td></tr><tr><td align="left"> Com3</td><td align="center">46</td><td align="center">4</td><td align="center">0</td><td align="center">0</td></tr><tr><td align="left"> Com4</td><td align="center">49</td><td align="center">0</td><td align="center">1</td><td align="center">0</td></tr><tr><td align="left"> Com5</td><td align="center">50</td><td align="center">0</td><td align="center">0</td><td align="center">0</td></tr><tr><td align="left"> Com6</td><td align="center">48</td><td align="center">0</td><td align="center">2</td><td align="center">0</td></tr><tr><td align="left"> Com7</td><td align="center">50</td><td align="center">0</td><td align="center">0</td><td align="center">0</td></tr><tr><td align="left"> Com8</td><td align="center">47</td><td align="center">0</td><td align="center">1</td><td align="center">2</td></tr><tr><td align="left"> Com9</td><td align="center">46</td><td align="center">1</td><td align="center">1</td><td align="center">2</td></tr><tr><td align="left"> Com10</td><td align="center">48</td><td align="center">0</td><td align="center">2</td><td align="center">0</td></tr><tr><td align="left"> Com11</td><td align="center">50</td><td align="center">0</td><td align="center">0</td><td align="center">0</td></tr><tr><td align="left"> Bad seq</td><td align="center">0</td><td align="center">20</td><td align="center">0</td><td align="center">0</td></tr><tr><td align="center" colspan="5"><hr/></td></tr><tr><td align="left"> Total</td><td align="center">531</td><td align="center">27</td><td align="center">7</td><td align="center">5</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

Results of testing on 570 sequence of which 20 were intentionally bad. It should be noted that of 570 sequences only 5 were finally incorrectly classified.

International Scholarly Research Notices

Camera-Based Motion Recognition for Mobile Interaction

Table 3