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 |