Classification based on dynamic information is a challenging research domain that finds application in a number of fields, including video-surveillance and video retrieval. Traditional approaches based on motion analysis address many interesting applications, such as access control, anomaly detection, congestion analysis and multi-camera event description: in all these cases it is common practi...