Localization-Aware Active Learning for Object Detection.
Chieh-Chi KaoTeng-Yok LeePradeep SenMing-Yu LiuPublished in: CoRR (2018)
Keyphrases
- object detection
- active learning
- object localization
- face detection
- object categories
- computer vision
- random sampling
- object class
- pedestrian detection
- semi supervised
- scene understanding
- learning strategies
- supervised learning
- training set
- active learning strategies
- selective sampling
- background subtraction
- human detection
- localization method
- sample selection
- accurate localization
- learning algorithm
- scene recognition
- image parsing
- crowd sourced
- object classification
- transfer learning
- training examples
- semi supervised learning
- object segmentation
- machine learning
- learning process
- imbalanced data classification
- pool based active learning
- annotation effort
- deformable part models
- face recognition
- support vector
- object recognition
- multi class
- relevance feedback
- unlabeled data
- experimental design