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GMTI-based anomaly detection (Goal (Augmenting GMTI capacities (Large…
GMTI-based anomaly detection
Mission
Surveillance
vs Combat mission
Pilotes vs GSC operators
Goal
Overcome human analysis limitation
Augmenting GMTI capacities
Large coverage
Instantaneous detection
Autoadaptative model
Early detection, prefiltering
Type of the area
Localized
Urban
Sensitive sites
Line
Borders
Train line
Convoy protection
Surface
Zone of Intrest
"urban"
border
Sensitive sites
Airport
Institutional building
Religious building
Military chekpoint
Desert
Environment
Air/Air
Air/Mer
Air/Terre
Anomaly
Convoy detection
outlier cluster
group of point at the same speed,
folowing each other with specific
space and spatial disposition, do not stop
Paramilitary convoy detection
Vehicule of interest
outlier point
Cinematique
Interaction with other vehicules
Specific manoeuvres
Border surveillance
Unusual crossing border
Front line surveillance
War time
Sensitive site
Unusual activity around sensitive sites
protecting platform, sites of interest
Unusual behavior of enemy
War time
Density
Position
E/S zone
Absence of activity
Contextual vs abnormal
Vehicule with specific COM