Defect detection using two-dimensional moving range filter and unanimous vote among color component classifiers.
Natsuki SanoYuki MoriTomomichi SuzukiPublished in: MISNC (2016)
Keyphrases
- defect detection
- decision trees
- color images
- automated visual inspection
- three dimensional
- color information
- wide range
- feature extraction
- support vector
- color space
- test set
- color constancy
- range data
- feature selection
- voting schemes
- naive bayes
- training set
- training data
- ensemble learning
- color components
- multiple classifiers
- homomorphic filtering
- barcode
- linear classifiers
- classification algorithm
- noise reduction
- feature set
- roc curve
- color histogram
- majority voting
- image regions
- svm classifier
- machine learning algorithms
- textured surfaces
- training samples
- moving objects
- laser range sensor