Active learning based intervertebral disk classification combining shape and texture similarities.
Shijie HaoJianguo JiangYanrong GuoHong LiPublished in: Neurocomputing (2013)
Keyphrases
- active learning
- classification accuracy
- texture information
- supervised learning
- selective sampling
- pattern recognition
- decision trees
- feature extraction
- machine learning
- training set
- support vector machine
- batch mode active learning
- shape model
- support vector
- shape classification
- text classification
- multiple scales
- shape analysis
- feature vectors
- texture classification
- image structure
- learning algorithm
- active learning framework
- sample selection
- feature selection
- similarity measure
- class imbalance
- texture analysis
- image classification
- feature set
- object recognition
- semi supervised
- multi class