A New Kinect-Based Posture Recognition Method in Physical Sports Training Based on Urban Data

<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 class="align_left">Method</td><td class="align_center">DTW</td><td class="align_center">IKS</td><td class="align_center">ConvNets</td><td class="align_center">Proposed</td></tr><tr><td class="thead-hr" colspan="5"><hr/></td></tr><tr><td class="align_left">Accuracy (%)</td><td class="align_center">85.4</td><td class="align_center">89.6</td><td class="align_center">92.7</td><td class="align_center">94.6</td></tr><tr><td class="align_left">Time (s)</td><td class="align_center">0.208</td><td class="align_center">0.124</td><td class="align_center">0.088</td><td class="align_center">0.032</td></tr><tr class="table-tr"><td colspan="5"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Results comparison with different methods.</div>

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Table 3

Table 3: A New Kinect-Based Posture Recognition Method in Physical Sports Training Based on Urban Data 