Increasing Classification Robustness with Adaptive Features.
Christian EitzingerManfred GmainerWolfgang HeidlEdwin LughoferPublished in: ICVS (2008)
Keyphrases
- classification accuracy
- feature extraction
- feature vectors
- classification method
- feature set
- classification process
- feature space
- svm classifier
- extracted features
- extracting features
- classification models
- feature analysis
- pattern classification
- low level
- pattern recognition
- features extraction
- high dimensionality
- support vector machine svm
- gender classification
- class labels
- feature extraction and classification
- decision trees
- feature values
- correct classification rate
- machine learning
- automatic classification
- feature selection
- roc curve
- support vector
- feature reduction
- textural features
- image features
- training samples
- benchmark datasets
- supervised classification
- feature representation
- image classification
- multi class
- multiple classifiers
- support vector machine
- weak classifiers
- decision tree classifiers
- classification scheme