Semi-supervised learning for robust car windshield tracking and monitoring in live traffic videos.
Zhongna ZhouTony X. HanZhihai HePublished in: ICIP (2012)
Keyphrases
- semi supervised learning
- real time
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- unsupervised learning
- machine learning
- semi supervised classification
- manifold regularization
- moving vehicles
- co training
- partial occlusion
- label propagation
- graph based semi supervised learning
- active learning
- learning models
- training data
- video sequences
- labeled and unlabeled data
- particle filter
- improve the classification accuracy
- semi supervised learning methods
- appearance model
- domain adaptation
- multi view
- similarity measure
- learning environment
- information retrieval
- regularization framework
- semi supervised learning algorithms
- training set
- high dimensional