Recovering latent time-series from their observed sums: network tomography with particle filters.
Edoardo M. AiroldiChristos FaloutsosPublished in: KDD (2004)
Keyphrases
- particle filter
- visual tracking
- particle filtering
- object tracking
- monte carlo
- state space
- latent variables
- mean shift
- state estimation
- image reconstruction
- kalman filter
- multiple object tracking
- color histogram
- data association
- multiple objects
- bayesian filtering
- motion model
- sequential monte carlo
- markov chain monte carlo
- likelihood function
- importance sampling
- robust tracking
- search algorithm
- estimation problems
- bayesian inference
- abrupt motion