This code obtained the following results in the UCSD Anomaly Detection Dataset. This data set contains two sequences: Peds1 and Peds2. Most researches present the results using AUC and ERR metrics. An extended list of results on the UCSD and other datasets on anomaly detection can be found here.
You should cite the following paper if you use this software in your work.
|Histograms of Optical Flow Orientation and Magnitude to Detect Anomalous Events in Videos. In: Conference on Graphics, Patterns and Images (SIBGRAPI), pp. 1-8, 2015.:|