Research Article

Video Abnormal Event Detection Based on One-Class Neural Network

Table 1

Comparison with the reference methods on the UCSD dataset.

MethodPED1PED2

MDT81.882.9
Sparse Reconstruction87.686.3
Detection at 150FPS91.8—
AMDN92.190.8
Proposed95.194.7