Tracking Drift Severity in Data Streams.
Kylie ChenYun Sing KohPatricia RiddlePublished in: Australasian Conference on Artificial Intelligence (2015)
Keyphrases
- data streams
- concept drift
- streaming data
- sliding window
- error accumulation
- real time
- long image sequences
- sensor networks
- particle filter
- motion analysis
- particle filtering
- real time tracking
- feature tracking
- stream data
- appearance model
- kalman filter
- motion model
- object tracking
- motion tracking
- deformable objects
- visual tracking
- distributed data streams
- drift detection
- database systems
- data stream classification
- image sequences
- challenging sequences
- stream mining
- data stream mining
- video sequences
- limited memory
- object detection
- mean shift