Wire connector classification with machine vision and a novel hybrid SVM.
Vedang ChauhanKeyur D. JoshiBrian W. SurgenorPublished in: ICMV (2017)
Keyphrases
- machine vision
- support vector machine svm
- support vector
- svm classifier
- support vector machine
- classification algorithm
- classification method
- generalization ability
- imaging systems
- feature vectors
- quality control
- character recognition
- vision system
- feature selection
- image processing
- machine learning
- classification accuracy
- feature space
- improves the classification accuracy
- training set
- multi class classification
- feature extraction
- svm classification
- surface inspection
- multiclass support vector machines
- computer vision
- text classification
- multi class
- cost sensitive
- unbalanced data
- pattern recognition
- multi class svm
- standard svm
- structured output
- supervised learning
- training process
- class labels
- knn
- training samples
- hyperplane
- kernel methods
- learning algorithm