Abnormal Event Detection in Videos Based on Deep Neural Networks

Table 1

Comparison with the existing methods in terms of AUC% for the UCSD Ped1 dataset.

Method type	Frame-level AUC (%)	Pixel-level AUC (%)
Proposed	93.1	66.4
Method 1	82.3	45.1
Method 2	92.2	64.1
Method 3	91.9	65.2
Method 4	82.3	63.7