Circuit realization of Markov random fields for analog image processing.
Mauro ParodiMarco StoraceCarlo S. RegazzoniPublished in: Int. J. Circuit Theory Appl. (1998)
Keyphrases
- markov random field
- image processing
- analog circuits
- analog vlsi
- image segmentation
- image restoration
- circuit design
- digital circuits
- belief propagation
- higher order
- random fields
- graph cuts
- mrf model
- pairwise
- energy function
- maximum a posteriori
- parameter estimation
- sigma delta
- high order
- message passing
- total variation
- energy minimization
- conditional random fields
- markov networks
- potential functions
- low level vision
- efficient inference
- multiscale
- denoising
- potts model
- map inference
- color images
- image analysis
- loopy belief propagation
- edge detection
- textured images
- computer graphics
- computer vision
- discriminative random fields
- image understanding
- graphical structure
- prior models
- partition function
- scene labeling
- iterative conditional
- map estimation