Evidential query-by-committee active learning for pedestrian detection in high-density crowds.
Jennifer VandoniEmanuel AldeaSylvie Le Hégarat-MasclePublished in: Int. J. Approx. Reason. (2019)
Keyphrases
- query by committee
- high density
- pedestrian detection
- active learning
- random sampling
- human body
- supervised learning
- sample complexity
- low density
- object detection
- uncertainty sampling
- human detection
- learning algorithm
- benchmark datasets
- generalization error
- detection rate
- machine learning
- semi supervised learning
- labeled data
- data center
- training examples
- semi supervised
- histograms of oriented gradients
- transfer learning
- class imbalance
- training set
- three dimensional