Multi-fractal detrended texture feature for brain tumor classification.
Syed M. S. RezaRandall MaysKhan M. IftekharuddinPublished in: Medical Imaging: Computer-Aided Diagnosis (2015)
Keyphrases
- texture features
- tumor classification
- multi fractal
- long range
- fractal dimension
- texture analysis
- power law
- multi step
- gene selection
- gene expression profiles
- texture classification
- feature selection
- feature extraction
- gene expression data
- texture feature extraction
- color features
- feature vectors
- texture images
- box counting
- gray level
- shape features
- feature set
- image features
- gabor filters
- scale and rotation invariant
- distance measure
- local binary pattern
- high classification accuracy
- texture descriptors
- microarray
- image classification
- conditional random fields
- gene expression
- machine learning
- multiresolution
- computer vision
- markov random field
- image texture
- textural features
- matching algorithm
- training data
- microarray data
- data mining
- feature space