Anomaly Prediction over Human Crowded Scenes via Associate-Based Data Mining and K-Ary Tree Hashing

Table 3

Comparison of the proposed PAP system using Avenue and ADOC databases.

Method	Avenue (%)	Method	ADOC
Handcrafted features [40]	74.5	Ano-graph [41]	81.4
Discriminative framework [20]	78.3	Leverage proxy task [42]	74.9
Binary classification (unmasking) [43]	80.6	Spatiotemporal auto-encoders [44]	84.60
Stacked RNN framework [45]	81.7
Predicted future frame [46]	85.1
Proposed PAP	88.3		89.3