Deep active learning for object detection.
Soumya RoyAsim UnmeshVinay P. NamboodiriPublished in: BMVC (2018)
Keyphrases
- object detection
- active learning
- object categories
- object class
- face detection
- object segmentation
- random sampling
- scene understanding
- multi class
- semi supervised
- object classification
- computer vision
- learning strategies
- pool based active learning
- selective sampling
- learning process
- object recognition
- experimental design
- learning algorithm
- active learning strategies
- machine learning
- background subtraction
- transfer learning
- labeled data
- pedestrian detection
- relevance feedback
- music emotion classification
- imbalanced data classification
- annotation effort
- deformable part models
- information retrieval
- deep learning
- supervised learning
- multiscale
- scene recognition
- human detection
- data mining
- generative model