Online Detection of Abnormal Events in Video Streams

Table 3

The comparison of our proposed method with the state-of-the-art methods for the abnormal event detection in the UMN dataset.

Method	Area under ROC
	Lawn	Indoor	Plaza
Social force [16]	0.96
Optical flow [16]	0.84
NN [17]	0.93
SRC [17]	0.995	0.975	0.964
STCOG [18]	0.9362	0.7759	0.9661
COV online (ours)	0.9605	0.8628	0.9746