Research Article

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

Table 3

Comparison of EER performance on different datasets.

MethodsEER (%)
UCSD Ped1UCSD Ped2Avenue

Conv-AE [7]27.921.725.1
ConvLSTM [8]12.51220.7
MGFC-AAE [10]201622.3
AnomalyNet [37]25.210.322
Baseline [15]241221
Proposed method22.81119.7