Integrated Multiscale Appearance Features and Motion Information Prediction Network for Anomaly Detection

Table 7

Effect of different type motion loss function on AUC values.

Loss function	AUC (%)
	Avenue	UCSD Ped1	UCSD Ped2
With optical flow loss	85.8	83.9	95.7
With RGB difference loss	86.4	84.4	96.3