Small Parts Classification with Flexible Machine Vision and a Hybrid Classifier.
Keyur D. JoshiBrian W. SurgenorPublished in: M2VIP (2018)
Keyphrases
- machine vision
- classification method
- classification scheme
- classification process
- support vector machine
- svm classifier
- vision system
- character recognition
- decision trees
- feature space
- support vector
- quality control
- classification algorithm
- classification models
- class labels
- learning vector quantization
- classification rate
- training samples
- image processing
- feature selection
- nearest neighbor classifier
- k nearest neighbour
- probabilistic classifiers
- training set
- feature set
- imaging systems
- training data
- final classification
- small sample
- binary classifiers
- decision boundary
- classification accuracy
- higher classification accuracy
- supervised classification
- decision tree classifiers
- fold cross validation
- learning phase
- supervised learning
- bayesian classifier
- machine learning
- support vector machine svm
- multi category
- classifier combination
- computer vision
- image classification
- feature vectors
- feature extraction
- automated visual inspection
- multiclass classification
- extracted features
- roc curve
- pattern classification
- industrial parts