Robust Markov Random Field outlier detection and removal in subsampled images.
Paul McCoolYoann AltmannAntonios PerperidisSteve McLaughlinPublished in: SSP (2016)
Keyphrases
- markov random field
- outlier detection
- mrf model
- random fields
- markov random field model
- map estimation
- neighboring pixels
- graph cuts
- maximum a posteriori
- smoothness prior
- energy function
- mrf models
- image segmentation
- parameter estimation
- maximum a posteriori probability
- higher order
- input image
- image features
- test images
- belief propagation
- pairwise
- image classification
- image restoration
- prior model
- data sets
- knowledge discovery
- detecting outliers
- detection algorithm
- spatial information
- three dimensional
- data mining
- level set
- probabilistic model
- multiscale
- similarity measure