Deep Active Learning for Surface Defect Detection.
Xiaoming LvFajie DuanJiajia JiangXiao FuLin GanPublished in: Sensors (2020)
Keyphrases
- defect detection
- active learning
- textured surfaces
- surface reconstruction
- three dimensional
- selective sampling
- feature extraction
- training set
- automated visual inspection
- supervised learning
- semi supervised
- learning strategies
- experimental design
- random sampling
- learning algorithm
- labeled data
- d objects
- learning process
- viewpoint
- range data
- semi supervised learning
- batch mode
- reflectance properties
- imbalanced data classification