A Novel Feature Extraction and Selection Method for Steel Sheet Defects Classification.
Navid RabbaniMohammad AlamdariMohammad Rohollah YazdaniFarhad ImanpourPublished in: VISAPP (1) (2009)
Keyphrases
- feature extraction and selection
- classification method
- pattern recognition
- feature set
- cross validation
- support vector machine svm
- high accuracy
- pattern classification
- classification accuracy
- training samples
- pairwise
- machine learning methods
- high precision
- classification process
- accuracy rate
- detection method
- classification procedure
- unsupervised learning
- model selection
- significant improvement
- computer vision
- data sets
- segmentation method
- support vector machine
- decision rules
- cost function
- feature space
- feature extraction
- roc curve
- extracted features
- image processing
- feature selection
- machine learning