Table 2 Comparison of dataset with anomaly
From: Hajj pilgrimage abnormal crowd movement monitoring using optical flow and FCNN
Dataset name | Number of videos | Number of frame | Dataset length | Type of anomaly |
|---|---|---|---|---|
UCSD Ped1 [57] | 70 | 201 | 5 min | Bikers, small carts, walking across walkways |
UCSD Ped2 [57] | 28 | 163 | 5 min | Bikers, small carts, walking across walkways |
Subway entrance [30] | 1 | 121,749 | 1.5 h | Wrong direction, No payment |
Subwa exit [30] | 1 | 64,901 | 1.5 h | Wrong direction, No payment |
UMN [65] | 5 | 1290 | 5 min | Run |
Abnormal crowd [66] | 31 | 1408 | 24 min | Panic, fight, congestion, obstacle, neutral |
Proposed (Hajj-Crowd-2021) | 200 | 60,000 | 2 h | Normal and Wrong Movement |