Regular Texture Analysis as Statistical Model Selection.
Junwei HanStephen J. McKennaRuixuan WangPublished in: ECCV (4) (2008)
Keyphrases
- model selection
- texture analysis
- statistical inference
- cross validation
- texture classification
- multiresolution
- image analysis
- texture segmentation
- hyperparameters
- texture images
- rotation invariant
- texture features
- gabor filters
- parameter estimation
- regression model
- sample size
- mixture model
- gray level
- hypothesis tests
- texture discrimination
- variable selection
- multivariate regression
- machine learning
- co occurrence
- local binary pattern
- texture characterization
- feature extraction
- selection criterion
- feature selection
- information criterion
- model selection criteria
- gabor filtering
- texture descriptors
- gaussian process
- marginal likelihood
- information theoretic
- statistical models
- image processing
- computer vision
- face recognition
- support vector
- parameter determination
- data sets