A Comprehensive Survey on Machine Learning Driven Material Defect Detection: Challenges, Solutions, and Future Prospects.
Jun BaiDi WuTristan ShelleyPeter SchubelDavid TwineJohn RussellXuesen ZengJi ZhangPublished in: CoRR (2024)
Keyphrases
- defect detection
- machine learning
- pattern recognition
- computational intelligence
- data driven
- key issues
- learning algorithm
- lessons learned
- learning tasks
- feature extraction
- text classification
- solution space
- machine learning methods
- machine learning algorithms
- data mining
- neural network
- real world
- text mining
- decision trees
- optimal solution
- computer science
- learning problems
- computer vision
- knowledge acquisition
- database
- computational biology
- machine learning approaches
- explanation based learning
- application scenarios
- specific problems
- open issues
- knowledge discovery