Active and semi-supervised learning for object detection with imperfect data.
Phill-Kyu RheeEnkhbayar ErdeneeShin Dong KyunMinhaz Uddin AhmedSongGuo JinPublished in: Cogn. Syst. Res. (2017)
Keyphrases
- semi supervised learning
- object detection
- semi supervised
- unlabeled data
- labeled data
- supervised learning
- machine learning
- unsupervised learning
- semi supervised classification
- manifold regularization
- regularization framework
- object class
- computer vision
- co training
- multi class
- training data
- learning models
- label propagation
- graph based semi supervised learning
- labeled and unlabeled data
- object recognition
- active learning
- domain adaptation
- pascal voc
- graph construction
- decision trees
- pairwise
- image segmentation
- semi supervised learning algorithms
- semi supervised learning methods
- natural language processing