Non-causal non-parametric multi-scale Markov Random Field synthesis of volumetric textures from a unique 2D sample.
Radu-Dragos UrsJean-Pierre Da CostaChristian GermainPublished in: ICIP (2013)
Keyphrases
- markov random field
- multiscale
- textured images
- texture synthesis
- texture model
- image segmentation
- markov random field model
- higher order
- mrf model
- belief propagation
- maximum a posteriori
- random fields
- graph cuts
- energy function
- parameter estimation
- image restoration
- potential functions
- pairwise
- neighboring pixels
- message passing
- conditional random fields
- natural images
- mrf models
- energy minimization
- prior model
- unsupervised segmentation
- mrf optimization
- map estimation
- superpixels
- texture images
- probability density function
- loopy belief propagation
- least squares
- color images
- higher order cliques