An algorithm integrating motion and appearance cues for video anomaly detection.

Motion model uses the “cut-bin” to detect abnormal motions.

Appearance model uses a spherical boundary to exclude unusual objects.

Integration of the two cues achieves higher detection rate and fewer false alarms.