Breast Mass Classification using Statistical and Local Binary Pattern Features.
Mohamed A. BerbarYasser A. ReyadMohamed HussainPublished in: IV (2012)
Keyphrases
- local binary pattern
- textural features
- feature extraction
- digitized mammograms
- feature vectors
- classification accuracy
- rotational invariant
- feature set
- mammogram images
- texture analysis
- texture features
- texture classification
- svm classifier
- feature space
- breast tissue
- feature analysis
- gray level co occurrence matrix
- pattern recognition
- spatial information
- machine learning
- texture descriptors
- preprocessing
- image classification
- support vector machine
- feature descriptors
- rotation invariant
- illumination invariant
- benign and malignant
- face detection
- multiscale
- support vector
- training set
- texture information
- co occurrence
- maximum likelihood
- digital mammograms
- binary patterns
- decision trees