A New Semantic and Statistical Distance-Based Anomaly Detection in Crowd Video Surveillance

Table 3

Comparison of AUC performance for the UCSD Ped1 dataset at frame level.

Method	SRC [6]	MPPCA [43]	MDT [40]	AVID [19]	Sabokrou [8]	Deep cascade [16]	Proposed approach
EER	19	40	25	12.3	8.4	9.1	8.1
AUC	86	59	81.8	—	93.2	—	93.9