Concurrent Detection of Known Defects and Out-of-Distribution Instances in Building Inspections: Advancements in Deep Classification.
Carlos Marcos TorrejónUdayanga K. N. G. W. GamageSilvia ToluPublished in: IST (2023)
Keyphrases
- pattern recognition
- microcalcification clusters
- defect detection
- classification scheme
- classification accuracy
- feature extraction
- benchmark datasets
- decision trees
- pattern classification
- classification rules
- false positives
- text classification
- support vector machine
- feature space
- image classification
- detection algorithm
- support vector
- false alarms
- decision rules
- preprocessing
- automatic detection
- machine learning
- neyman pearson
- training data
- training instances
- randomly generated
- cost sensitive
- object recognition
- classification algorithm
- random variables
- training set
- support vector machine svm
- information processing
- unsupervised learning
- active learning