A Forest of
Sensors:
Using adaptive tracking to classify and monitor activities
A Forest of Sensors
Multi-camera version
Slide 4
Capabilities and components
Working hypothesis
A robust, real-time tracker
Adaptive tracking
Dynamic calibration
Dynamic calibration
Site modeling
Site models by tracking
Site models by tracking
Site modeling from stereo
Stereo reconstruction
Activity detection &
calibration
Pattern tracks
Detect Regularities &
Anomalies?
Example track patterns
Classifying objects
Flexible template querying
Example
Classifying objects
Classifying activities
Automatic activity
classification
Mapping patterns to maps
Multi-camera coordination
Finding unusual events
Finding similar events
Future plans