High dynamic range map estimation via fully connected random fields with stochastic cliques.
F. Y. LiMohammad Javad ShafieeAudrey G. ChungBrendan ChwylFarnoud KazemzadehAlexander WongJohn S. ZelekPublished in: ICIP (2015)
Keyphrases
- random fields
- fully connected
- map estimation
- high dynamic range
- markov random field
- conditional random fields
- maximum a posteriori
- dynamic range
- tone mapping
- parameter estimation
- image quality
- pairwise
- graph cuts
- higher order
- belief propagation
- image segmentation
- energy function
- image restoration
- maximum likelihood
- maximum entropy
- hidden markov models
- probabilistic model
- bayesian framework
- markov networks
- transfer function
- random variables
- pixel values
- generative model
- computer vision
- high quality
- probability distribution
- information extraction
- signal to noise ratio
- vision system
- image reconstruction
- em algorithm
- non stationary