Optimal Importance Sampling for Tracking in Image Sequences: Application to Point Tracking.
Elise ArnaudÉtienne MéminPublished in: ECCV (3) (2004)
Keyphrases
- importance sampling
- point tracking
- particle filter
- image sequences
- optical flow
- monte carlo
- object tracking
- particle filtering
- kalman filter
- sequential monte carlo
- video sequences
- probability distribution
- motion model
- robust tracking
- visual tracking
- spatio temporal
- motion estimation
- inter frame
- posterior distribution
- approximate inference
- optimal solution
- learning algorithm