An Effective Method of Weld Defect Detection and Classification Based on Machine Vision.
Jun SunChao LiXiao-Jun WuVasile PaladeWei FangPublished in: IEEE Trans. Ind. Informatics (2019)
Keyphrases
- machine vision
- classification method
- support vector machine svm
- classification accuracy
- benchmark data sets
- preprocessing
- support vector machine
- detection method
- learning algorithm
- accuracy rate
- pattern classification
- image classification
- feature set
- supervised learning
- similarity measure
- unsupervised learning
- classification scheme
- pairwise
- cross validation
- classification algorithm
- pattern recognition
- quality control
- feature extraction
- machine learning methods
- real time
- classification process
- classification rate
- character recognition
- objective function
- high resolution
- training samples
- vision system
- significant improvement