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

Table 1

Quantitative comparison on UCF-Crime.

Method	AUC (%)
Hasan et al. [6]	50.6
Lu et al. [28]	65.51
Sultani et al. [13] with w/o constraints	74.44
Sultani et al. [13] with w constraints	75.41
Ours (RGB)	78.51
Ours (flow)	80.29
Ours (two)	81.22