Group Importance Sampling for particle filtering and MCMC.
Luca MartinoVíctor ElviraGustau Camps-VallsPublished in: Digit. Signal Process. (2018)
Keyphrases
- importance sampling
- particle filtering
- particle filter
- markov chain monte carlo
- visual tracking
- kalman filter
- object tracking
- monte carlo
- sequential monte carlo
- human motion
- markov chain
- appearance model
- proposal distribution
- mean shift
- approximate inference
- motion model
- simulated annealing
- least squares
- video sequences
- tracking framework
- feature extraction
- image sequences