On the Use of Particle Filters for Bayesian Image Restoration.
Ken NittonoToshinari KamakuraPublished in: COMPSTAT (2002)
Keyphrases
- image restoration
- particle filter
- bayesian filtering
- bayesian inference
- proposal distribution
- sequential monte carlo
- particle filtering
- image prior
- visual tracking
- total variation
- object tracking
- edge preserving
- kalman filter
- markov chain monte carlo
- markov random field
- super resolution
- mean shift
- image processing
- appearance model
- motion model
- state space
- modified hopfield neural network
- posterior probability
- degraded images
- maximum likelihood
- bayesian networks
- bayesian estimation
- posterior distribution
- blurred images
- maximum a posteriori
- energy function
- graph cuts
- computer vision