本文汇总了多个用于人群异常行为检测的数据集，包括UCSDAnomalyDetectionDataset、UniversityofMinnesotacrowdactivitydatasets、AnomalousBehaviorDataSet、Viratvideodataset和McGillUniversityDominantandRareEventDetectionData等，涵盖了从行人行为到复杂事件检测的各类场景。
人群异常行为检测数据集汇总
| Dataset | size | description |
|---|---|---|
| UCSD Anomaly Detection Dataset | 98 video clips | The UCSD anomaly detection annotated dataset was acquired with a stationary camera mounted at an elevation, overlooking pedestrian walkways. |
| University of Minnesota crowd activity datasets | Multiple datasets | Data for monitoring human activity by University of Minnesota. |
| Anomalous Behavior Data Set | Multiple datasets | Datasets for anomalous behavior detection in videos. |
| Virat video dataset | ~8.5 hours of videos | This is a video surveillance data for human activity/event detection. |
| McGill University Dominant and Rare Event Detection Data | 3 video clips (43, 96 mins) | This is a video surveillance data for dominant and rare event detection captured by cameras from a subway station. |
相关数据集：
UMN数据集：
VIRAT Video Dataset
VISION LAB数据集：
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