Coarse-to-Fine Sequential Monte Carlo for Probabilistic Programs.
Andreas StuhlmüllerRobert X. D. HawkinsN. SiddharthNoah D. GoodmanPublished in: CoRR (2015)
Keyphrases
- coarse to fine
- sequential monte carlo
- multiscale
- multiresolution
- object detection
- particle filter
- hierarchical segmentation
- image registration
- visual tracking
- particle filtering
- generative model
- importance sampling
- posterior probability
- dynamic programming
- bayesian networks
- topic models
- computer vision
- object recognition