Consistency-based Active Learning for Object Detection.
Weiping YuSijie ZhuTaojiannan YangChen ChenMengyuan LiuPublished in: CoRR (2021)
Keyphrases
- object detection
- active learning
- computer vision
- object class
- pedestrian detection
- machine learning
- random sampling
- object classification
- learning strategies
- semi supervised
- face detection
- global consistency
- multi class
- supervised learning
- labeled data
- consistency checking
- object recognition
- background subtraction
- batch mode active learning
- training examples
- scene understanding
- selective sampling
- sample selection
- data mining
- active learning strategies
- deformable part models
- maintaining consistency
- object detectors
- object categories
- relevance feedback
- training set
- learning algorithm
- constraint networks
- experimental design
- object segmentation
- human body
- neural network
- pool based active learning