Activity monitoring :

1. Single person anomaly detection and suspicious behaviour
2. Reconnaissance and loitering (differentiating from queuing)
3. Changes in gait at the points of interest

Gaze estimation for determining :

1. Object of interest
2. Interacting individuals
3. Suspect gaze at security cameras or posts

Detection of left luggage

Crowd Activity monitoring :

1. Crowd Dynamics and behavioural analysis
2. Crowd segmentation and early warning of abnormal behaviour & potential riots
3. People count

Region isolation of suspicious activity

Threat modelling :

1. Prioritization and correlation of events
2. Identification of potential threats

Automated Vehicle monitoring :

1. Number plate recognition (ANPR)
2. Radar-based vehicle speed detection
3. Number plate with vehicle registered mismatch
4. Vehicle without number plate
5. Polluting vehicles
6. Tracking of suspicious vehicles across multi video feeds
7. Origin & Destination (O&D) evaluation and prediction
8. Route prediction

Real-time face recognition :

1. Identification of suspects (against a known suspect database)

Camera handoff region evaluation and determination

Traffic congestion and density detection and prediction :

1. Road obstacles
2. Highway monitoring for vehicular/pedestrian, animal activity

Restricted area access detection and tracking

Events monitoring

Critical Infrastructure :

1. Access control and detection of tailgating
2. Concealed weapons detection