A Novel Detection Framework for Detecting Abnormal Human Behavior

Table 2

Comparison of experimental results obtained by different detection methods on the UMN data set.

Method	Scenes	Accuracy	AUC
Reference [32]	Scene 1	0.8212	0.9878
	Scene 2	0.8145	0.9653
	Scene 3	0.8187	0.9692
	Mean	0.8181	0.9741
Reference [33]	Scene 1	0.8568	0.9908
	Scene 2	0.8476	0.9697
	Scene 3	0.8442	0.9639
	Mean	0.8495	0.9748
Reference [34]	Scene 1	0.8678	0.9901
	Scene 2	0.8422	0.9624
	Scene 3	0.8208	0.9830
	Mean	0.8436	0.9785
Our method	Scene 1	0.8717	0.9974
	Scene 2	0.8312	0.9853
	Scene 3	0.8780	0.9981
	Mean	0.8603	0.9936