A comparison of deep multilayer networks and Markov random field matching models for face recognition in the wild.
Shervin Rahimzadeh ArashlooPublished in: IET Comput. Vis. (2016)
Keyphrases
- markov random field
- random fields
- parameter estimation
- potential functions
- face recognition
- mrf models
- mrf model
- belief propagation
- graph cuts
- contextual constraints
- image segmentation
- higher order
- maximum a posteriori
- probabilistic model
- pairwise
- image restoration
- energy function
- conditional random fields
- mrf optimization
- feature points
- energy minimization
- long range
- map estimation
- local binary pattern
- prior model
- computational properties
- matching algorithm
- em algorithm