Entropy-based Active Learning for Object Detection with Progressive Diversity Constraint.
Jiaxi WuJiaxin ChenDi HuangPublished in: CVPR (2022)
Keyphrases
- active learning
- object detection
- random sampling
- machine learning
- face detection
- supervised learning
- constraint solving
- semi supervised
- multi class
- training set
- object recognition
- computer vision
- selective sampling
- object categories
- learning strategies
- batch mode
- scene recognition
- soft constraints
- human detection
- pedestrian detection
- neural network
- unlabeled data
- graph cuts
- learning algorithm
- background subtraction
- generalization error
- object classification
- linear constraints
- relevance feedback
- learning process
- image parsing
- active learning strategies