Markov Random Fields for Textures Recognition with Local Invariant Regions and their Geometric Relationships.
Juliette BlanchetFlorence ForbesCordelia SchmidPublished in: BMVC (2005)
Keyphrases
- markov random field
- textured images
- random fields
- markov random field model
- neighboring pixels
- higher order
- maximum a posteriori
- graph cuts
- belief propagation
- parameter estimation
- texture model
- piecewise constant functions
- pairwise
- energy function
- image restoration
- image segmentation
- energy minimization
- potential functions
- mrf model
- low level vision
- unsupervised segmentation
- object recognition
- conditional random fields
- geometric structure
- high level vision
- loopy belief propagation
- message passing
- markov networks
- iterative conditional
- texture features
- feature extraction
- map inference
- potts model
- texture synthesis
- map estimation
- texture segmentation
- efficient inference
- texture images
- non stationary
- natural images
- hidden markov models