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Table 1 Datasets for crowd behavior analysis

From: Crowd behavior representation: an attribute-based approach

Dataset UMN UCSD CUHK PETS2009 VIF Rodriguez’s Our dataset
Number of samples 11 seq 98 seq 2 seq 59 seq 246 seq 520 seq 43,626 clips
Annotation level Frame Frame/pixel Video Frame Video Video Frame
Density Semi Semi Semi Semi High High High
Type of scenarios Panic Abnormal object traffic Panic Fight Pedestrian Multi-category
Indoor/outdoor Both Outdoor Outdoor Outdoor Outdoor Outdoor Outdoor
Meta-data No No No No No No Crowd emotion