Inception-LSTM Human Motion Recognition with Channel Attention Mechanism

<table class="figure-group"><tr class="fig-image" id="a"><td><object data="https://static.hindawi.com/articles/cmmm/volume-2022/9173504/figures/9173504.fig.009a.svgz" name="9173504.fig.009a" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(a) </b>Running</td></tr><tr class="fig-image" id="b"><td><object data="https://static.hindawi.com/articles/cmmm/volume-2022/9173504/figures/9173504.fig.009b.svgz" name="9173504.fig.009b" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(b) </b>Cycling</td></tr><tr class="fig-image" id="c"><td><object data="https://static.hindawi.com/articles/cmmm/volume-2022/9173504/figures/9173504.fig.009c.svgz" name="9173504.fig.009c" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(c) </b>Rope jumping</td></tr><tr class="fig-image" id="d"><td><object data="https://static.hindawi.com/articles/cmmm/volume-2022/9173504/figures/9173504.fig.009d.svgz" name="9173504.fig.009d" type="image/svg+xml"></object></td></tr><tr class="fig-caption"><td><b>(d) </b>Ironing</td></tr></table>

<div>Visualization of channel attention weights of different motions on PAMAP2 dataset.</div>

Computational and Mathematical Methods in Medicine

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Figure 9

Figure 9: Inception-LSTM Human Motion Recognition with Channel Attention Mechanism 