A novel texture feature based multiple classifier technique for roadside vegetation classification.
Sujan ChowdhuryBrijesh K. VermaDavid R. StockwellPublished in: Expert Syst. Appl. (2015)
Keyphrases
- classification scheme
- classification algorithm
- classification method
- classification process
- support vector machine
- support vector
- decision trees
- classification rate
- image classification
- class labels
- learning vector quantization
- feature space
- svm classifier
- training samples
- nearest neighbor classifier
- classification models
- feature selection
- classifier combination
- multi category
- classification decisions
- probabilistic classifiers
- training set
- classification accuracy
- support vector machine svm
- machine learning
- higher classification accuracy
- pattern recognition
- supervised classification
- feature set
- pattern classification
- final classification
- high classification accuracy
- pixel classification
- classifier ensemble
- learning phase
- fold cross validation
- texture classification
- multiclass classification
- training data
- feature extraction
- multiple classifiers
- decision boundary
- k nearest neighbour
- bayesian classifier
- accurate classifiers
- binary classifiers
- naive bayes
- extracted features
- texture analysis
- gabor filters
- feature histograms
- binary decision tree