Combination of different texture features for mammographic breast density classification.
Gregoris LiasisConstantinos S. PattichisStyliani PetroudiPublished in: BIBE (2012)
Keyphrases
- texture features
- breast tissue
- textural features
- feature vectors
- mammographic images
- texture feature extraction
- gabor filtering
- feature extraction
- texture analysis
- computer aided detection
- gabor filters
- feature set
- texture classification
- digital mammograms
- gray level
- image features
- digitized mammograms
- gabor wavelets
- lung nodules
- texture information
- wavelet features
- feature selection
- classification accuracy
- local binary pattern
- image classification
- rotation invariant
- color features
- image analysis
- texture images
- pattern recognition
- computer aided diagnosis
- breast cancer
- color and texture features
- texture descriptors
- distance measure
- global image features
- machine learning
- gray level co occurrence matrix
- shape features
- gaussian mixture model
- training set
- feature space
- support vector
- decision trees
- computer vision