Statistical tools for evaluating classification efficacy of feature extraction techniques.
Debdoot SheetVikram VenkatraghavanAmit SuveerHrushikesh GarudJyotirmoy ChatterjeeManjunatha MahadevappaAjoy Kumar RayPublished in: ICDIP (2010)
Keyphrases
- feature extraction
- feature vectors
- support vector machine svm
- pattern classification
- preprocessing
- pattern recognition
- image classification
- feature extraction and classification
- image feature extraction
- dimension reduction
- image processing
- decision trees
- face recognition
- classification accuracy
- maximum entropy modeling
- extracted features
- feature selection
- feature set
- automatic classification
- statistical analysis
- end users
- classification models
- feature fusion
- classification scheme
- feature representation
- software tools
- gabor filters
- feature space
- statistical methods
- classification method
- machine learning
- pattern representation
- recognition rate
- dimensionality reduction
- neural network
- extracting features
- classification process
- supervised learning
- similarity measure
- support vector
- texture analysis
- texture features
- classification algorithm
- benchmark datasets
- training samples
- support vector machine