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

Table 5

Effect of different components on AUC values.

Components	AUC (%)
	Avenue	UCSD Ped1	UCSD Ped2
HDC	85.4	83.8	95.7
ConvLSTM	85.2	83.5	95.4
DB-ConvLSTM	85.5	83.9	95.6
HDC and DB-ConvLSTM	86.4	84.4	96.3