Incremental learning of concept drift in Multiple Instance Learning for industrial visual inspection.
Carlos MeraMauricio Orozco-AlzateJohn BranchPublished in: Comput. Ind. (2019)
Keyphrases
- visual inspection
- incremental learning
- multiple instance learning
- concept drift
- supervised learning
- batch learning
- semi supervised
- data stream classification
- multiple instance
- data streams
- image analysis
- multi class
- change detection
- batch mode
- data distribution
- non stationary
- image annotation
- semi supervised learning
- classification algorithm
- learning process
- class labels
- learning problems
- training set
- machine learning
- labeled data
- image registration
- active learning
- similarity measure
- pairwise
- learning algorithm
- computer vision
- feature extraction
- training data
- random forests
- unlabeled data
- data sets