Anomaly Event Detection in Security Surveillance Using Two-Stream Based Model

<table class="table-group" id="tab2"><tr><td><table class="table"><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr class="thead"><td class="align_left">Method</td><td class="align_center">AUC (%)</td></tr><tr><td class="thead-hr" colspan="2"><hr/></td></tr><tr><td class="align_left">Zhong et al. [<a href="/journals/scn/2020/8876056/#B48" target="_blank">48</a>]</td><td class="align_center">84.44</td></tr><tr><td class="align_left">Ours (RGB)</td><td class="align_center">94.53</td></tr><tr><td class="align_left">Ours (flow)</td><td class="align_center">95.42</td></tr><tr><td class="align_left">Ours (two)</td><td class="align_center">96.74</td></tr><tr class="table-tr"><td colspan="2"><hr class="tbody-hr"/></td></tr></table></td></tr></table>

<div>Quantitative comparison on ShanghaiTech.</div>

Security and Communication Networks

tab2

Table 2

Table 2: Anomaly Event Detection in Security Surveillance Using Two-Stream Based Model 