Flatness Defect Detection and Classification in Hot Rolled Steel Strips Using Convolutional Neural Networks.
Marco VannocciAntonio RitaccoAngelo CastellanoFilippo GalliMarco VannucciVincenzo IanninoValentina CollaPublished in: IWANN (2) (2019)
Keyphrases
- defect detection
- convolutional neural networks
- feature extraction
- classification accuracy
- pattern recognition
- decision trees
- classification systems
- classification scheme
- support vector machine
- text classification
- classification process
- support vector
- classification models
- pattern classification
- supervised learning
- benchmark datasets
- feature vectors
- classification algorithm
- image processing
- automated visual inspection
- multiscale
- preprocessing
- cost sensitive
- domain independent
- classification method
- decision rules
- machine learning algorithms
- support vector machine svm
- unsupervised learning
- model selection
- feature space