Texture analysis using Nakagami-MRF model: Preliminary results on ultrasound images of primary choroidal melanomas.
Nizar BouhlelSalwa HajjajiSylvie SevestrePascal LaugierPublished in: ICIP (2009)
Keyphrases
- ultrasound images
- texture analysis
- mrf model
- markov random field
- image segmentation
- texture classification
- gray level
- multiresolution
- texture features
- maximum a posteriori
- energy function
- image analysis
- fractal dimension
- texture segmentation
- bayesian framework
- higher order
- edge detection
- parameter estimation
- texture images
- local binary pattern
- gabor filters
- graph cuts
- co occurrence
- feature extraction
- multiscale
- image restoration
- pairwise
- random fields
- fractal analysis
- object recognition
- wavelet coefficients
- pattern recognition
- similarity measure
- image sequences
- image processing
- textural features
- computer vision