Multiple features extraction for timber defects detection and classification using SVM.
Mohamad Mazen HittaweSatya M. MuddamsettyDesire SidibéFabrice MériaudeauPublished in: ICIP (2015)
Keyphrases
- features extraction
- automatic classification
- support vector machine svm
- support vector
- feature extraction
- support vector machine
- svm classifier
- improves the classification accuracy
- feature selection
- pattern recognition
- classification algorithm
- wavelet transform
- extracted features
- generalization ability
- character recognition
- classification method
- fuzzy support vector machine
- feature space
- multi class
- knn
- training set
- multi class classification
- machine learning
- text classification
- detection method
- kernel function
- object detection
- positive and negative
- classification accuracy
- multiresolution
- feature vectors
- svm classification
- decision trees