Hand Gesture Recognition Algorithm Using SVM and HOG Model for Control of Robotic System

<table class="table-group" id="tab5"><tr><td><table class="table"><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr class="thead"><td class="align_left">Posture</td><td class="align_center">Number of false identifications</td><td class="align_center">Accuracy</td></tr><tr><td class="thead-hr" colspan="3"><hr/></td></tr><tr><td class="align_left">Switch state (on/off)</td><td class="align_center">2</td><td class="align_center">0.93</td></tr><tr><td class="align_left">Increasing</td><td class="align_center">4</td><td class="align_center">0.87</td></tr><tr><td class="align_left">Decreasing</td><td class="align_center">3</td><td class="align_center">0.90</td></tr><tr class="table-tr"><td colspan="3"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Result of dynamic posture recognition for 30 videos.</div>

Journal of Robotics

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Table 5

Table 5: Hand Gesture Recognition Algorithm Using SVM and HOG Model for Control of Robotic System 