A Particle Filter algorithm for Bayesian Wordsegmentation.
Benjamin BörschingerMark JohnsonPublished in: ALTA (2011)
Keyphrases
- particle filter
- kalman filter
- target tracking
- observation model
- proposal distribution
- expectation maximization
- dynamic programming
- visual tracking
- object tracking
- rao blackwellized particle filter
- multiple hypotheses
- importance sampling
- kalman filtering
- objective function
- state space
- k means
- monte carlo
- search space
- computer vision
- bayesian filtering
- object tracking algorithm
- image sequences
- search algorithm
- simultaneous localization and mapping
- state estimation
- bayesian inference
- particle filtering
- posterior probability
- bayesian framework
- em algorithm
- appearance model