Automated steel surface defect detection and classification using a new deep learning-based approach.
Kürsat DemirMustafa AyMehmet CavasFatih DemirPublished in: Neural Comput. Appl. (2023)
Keyphrases
- deep learning
- defect detection
- unsupervised learning
- machine learning
- feature extraction
- textured surfaces
- restricted boltzmann machine
- support vector
- feature selection
- pattern recognition
- unsupervised feature learning
- model selection
- text classification
- image classification
- feature space
- supervised learning
- object detection
- mental models
- co occurrence
- d objects
- support vector machine
- active learning
- training set
- decision trees
- image processing
- deep architectures
- data sets