Particle Filter Inference based on Activities for Overlapping Community Models.
Shohei SakamotoKoji EguchiPublished in: WWW (Companion Volume) (2017)
Keyphrases
- particle filter
- visual tracking
- observation model
- object tracking
- particle filtering
- state estimation
- probabilistic model
- state space
- appearance model
- monte carlo
- importance sampling
- markov chain monte carlo
- bayesian inference
- kalman filter
- sequential monte carlo
- model selection
- robust visual tracking
- target tracking
- likelihood function
- machine learning
- rao blackwellized particle filter
- multiple object tracking
- multiple hypothesis
- probabilistic inference
- mean shift
- parameter estimation
- generative model
- prior knowledge
- search space
- image sequences