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Table 4 Summary of the quantitative performance and a comparison with state-of-the-art approaches on the UMN dataset

From: Abnormal event detection in crowded scenes using histogram of oriented contextual gradient descriptor

Approaches

AUC

Optical flow [43]

0.84

Social force [43]

0.96

MHOF [17]

0.978

Chaotic [44]

0.99

Interaction potential [45]

0.992

PSO-SF [46]

0.996

HOCG

0.993