Automatic Fastener Classification and Defect Detection in Vision-Based Railway Inspection Systems.
Hao FengZhiguo JiangFengying XiePing YangJun ShiLong ChenPublished in: IEEE Trans. Instrum. Meas. (2014)
Keyphrases
- defect detection
- feature extraction
- classification systems
- image classification
- pattern recognition
- real time
- classification method
- classification algorithm
- management system
- machine learning
- decision trees
- support vector
- statistical classification
- pattern classification
- fully automatic
- multi class
- supervised learning
- complex systems
- face recognition
- automated visual inspection
- preprocessing
- decision rules
- support vector machine svm
- computer systems
- vision system
- feature set
- feature space
- text classification
- human machine interface
- feature vectors
- intelligent vehicles
- features extraction
- information retrieval
- learning algorithm
- classification scheme
- quality control
- cost sensitive
- active learning
- classification accuracy
- information systems
- retrieval systems
- support vector machine
- distributed systems