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Table 5 Summary of the quantitative performance and a comparison with the state-of-the-art approaches from the PETS2009 dataset

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

Approaches

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PSO-SF [46]

94.14

–

–

–

TOP-LBP [47]

97.72

92.46

95.26

81.86

Optical flow [47]

98.01

–

–

–

DBM [48]

99.39

87.84

97.79

–

HOCG

98.93

99.57

98.72

98.08