A vehicle classification model based on deep active learning.
Xuanhong WangShiyu YangYun XiaoXia ZhengShuai GaoJincheng ZhouPublished in: Pattern Recognit. Lett. (2023)
Keyphrases
- active learning
- selective sampling
- classification accuracy
- pattern recognition
- batch mode active learning
- machine learning
- decision trees
- classification systems
- classification scheme
- classification algorithm
- classification method
- decision rules
- support vector machine svm
- pattern classification
- image classification
- supervised learning
- training set
- cost sensitive
- automatic classification
- text classification
- annotation effort
- training examples
- unsupervised learning
- support vector machine
- feature vectors
- support vector
- hyperspectral image classification
- vehicle speed
- real time
- pedestrian detection
- learning strategies
- preprocessing
- neural network