Deep active learning with Weighting filter for object detection.
Wei HuangShuzhou SunXiao LinDawei ZhangLizhuang MaPublished in: Displays (2023)
Keyphrases
- active learning
- object detection
- object categories
- semi supervised
- face detection
- random sampling
- learning strategies
- object recognition
- training set
- pedestrian detection
- multi class
- noise reduction
- supervised learning
- scene understanding
- relevance feedback
- learning process
- filtering algorithm
- weighting scheme
- batch mode
- learning algorithm
- selective sampling
- sample selection
- training examples
- experimental design
- tf idf
- unlabeled data
- scene recognition
- labeled data
- feature selection
- machine learning
- image parsing
- deformable part models