Robust Texture Features for Breast Density Classification in Mammograms.
Haipeng LiRamakrishnan MukundanShelley BoydPublished in: ICARCV (2020)
Keyphrases
- texture features
- breast tissue
- textural features
- feature vectors
- texture feature extraction
- digitized mammograms
- texture analysis
- gabor filtering
- mammographic images
- feature extraction
- texture classification
- digital mammograms
- gabor filters
- feature set
- breast cancer
- local binary pattern
- texture images
- wavelet features
- classification accuracy
- benign and malignant
- distance measure
- lung nodules
- computer aided diagnosis
- gray level
- image features
- texture information
- discriminating power
- image classification
- gabor wavelets
- color features
- rotation invariant
- mammogram images
- pectoral muscle
- gray level co occurrence matrix
- texture features are extracted
- machine learning
- shape features
- decision trees
- feature selection
- color and texture features
- face images
- global image features
- training set
- training data