Local configuration pattern features for age-related macular degeneration characterization and classification.
Muthu Rama Krishnan MookiahU. Rajendra AcharyaHamido FujitaJoel E. W. KohJen Hong TanKevin NoronhaSulatha V. BhandaryChua Kuang ChuaChoo Min LimAugustinus LaudeLouis TongPublished in: Comput. Biol. Medicine (2015)
Keyphrases
- age related macular degeneration
- feature extraction
- classification accuracy
- feature vectors
- classification models
- classification method
- feature set
- classification process
- feature analysis
- feature space
- svm classifier
- image features
- features extraction
- benchmark datasets
- automatic classification
- class labels
- training set
- pattern representation
- extracting features
- svm classification
- feature representation
- support vector
- high dimensionality
- classification algorithm
- feature weights
- false positives
- feature construction
- machine learning
- support vector machine
- co occurrence
- image classification
- discriminative features
- decision trees
- text classification
- support vector machine svm
- feature subset
- data sets
- pattern recognition
- similar patterns
- category labels
- neural network
- preprocessing
- feature values
- classification scheme
- machine learning algorithms
- pattern classification