Localization-Aware Active Learning for Object Detection.
Chieh-Chi KaoTeng-Yok LeePradeep SenMing-Yu LiuPublished in: ACCV (6) (2018)
Keyphrases
- object detection
- active learning
- object localization
- selective sampling
- scene understanding
- face detection
- object categories
- object class
- pedestrian detection
- multi class
- computer vision
- object recognition
- background subtraction
- active learning strategies
- unlabeled data
- scene recognition
- relevance feedback
- semi supervised
- experimental design
- human detection
- localization method
- machine learning
- learning strategies
- supervised learning
- object segmentation
- labeled data
- localization algorithm
- neural network
- random sampling
- cost sensitive
- d objects
- training set
- detecting objects
- accurate localization
- annotation effort