A novel image mining technique for classification of mammograms using hybrid feature selection.
Aswini Kumar MohantyManas Ranjan SenapatiSaroj Kumar LenkaPublished in: Neural Comput. Appl. (2013)
Keyphrases
- feature selection
- image classification
- image analysis
- image features
- feature extraction
- support vector
- image data
- pattern recognition
- single image
- input image
- image retrieval
- classification models
- classification accuracy
- machine learning
- unsupervised learning
- image segmentation
- feature set
- multiscale
- preprocessing stage
- text categorization
- support vector machine
- training set
- irrelevant features
- similarity measure
- segmentation method
- image content
- feature vectors
- digital mammograms
- extracted features
- feature selection algorithms
- region of interest
- classification method
- image regions
- high dimensionality
- feature space
- data mining
- edge detection
- textural features
- text mining
- method for feature selection
- text classification
- decision trees
- feature values
- pixel classification
- multi class
- digitized mammograms