Color Image Classification Using Tree Classifiers.
Raimondo SchettiniCarla BrambillaGianluigi CioccaMauro De PontiPublished in: Color Imaging Conference (1999)
Keyphrases
- color images
- support vector
- classification algorithm
- classification method
- classification systems
- decision tree classifiers
- classification rate
- classification process
- classification models
- supervised classification
- accurate classification
- classification procedure
- training data
- class labels
- machine learning algorithms
- decision trees
- individual classifiers
- machine learning methods
- classification trees
- training samples
- rule based classifier
- optimum path forest
- training set
- classification accuracy
- multi category
- improves the classification accuracy
- feature set
- final classification
- k nearest neighbour
- support vector machine classifiers
- multiple classifiers
- svm classifier
- classification decisions
- higher classification accuracy
- nearest neighbor classifier
- feature selection
- binary classifiers
- pattern recognition
- image classification
- multiclass classification
- ensemble classifier
- majority voting
- tree structure
- accurate classifiers
- multiple classifier systems
- data stream classification
- feature vectors
- feature space
- supervised learning
- text classification
- support vector machine svm
- machine learning
- classifier combination
- ensemble learning
- sufficient training data
- probabilistic classifiers
- fold cross validation
- support vector machine
- semi supervised
- imbalanced data sets
- color information
- bayesian classifier