Surface defect detection and classification of steel using an efficient Swin Transformer.
Wei ZhuHui ZhangChao ZhangXiaoyang ZhuZhen GuanJiale JiaPublished in: Adv. Eng. Informatics (2023)
Keyphrases
- defect detection
- feature extraction
- textured surfaces
- classification accuracy
- machine learning
- class labels
- pattern recognition
- automatic classification
- fuzzy logic
- supervised learning
- pattern classification
- classification method
- decision rules
- benchmark datasets
- support vector machine svm
- three dimensional
- classification models
- text classification
- classification scheme
- support vector
- classification algorithm
- classification rate
- surface reconstruction
- high voltage
- training samples
- fault diagnosis
- unsupervised learning
- feature vectors
- feature space
- object recognition
- training data
- face recognition
- genetic algorithm