Employing feature mixture for active learning of object detection.
Licheng ZhangSiew-Kei LamDingsheng LuoXihong WuPublished in: Neurocomputing (2024)
Keyphrases
- object detection
- active learning
- face detection
- semi supervised
- learning strategies
- image features
- multi class
- object categories
- computer vision
- training examples
- relevance feedback
- object class
- scene understanding
- machine learning
- scene recognition
- pairwise
- object recognition
- object hypotheses
- feature set
- selective sampling
- random sampling
- transfer learning
- mixture model
- image classification
- supervised learning
- learning environment
- learning algorithm