Global-Margin Uncertainty and Collaborative Sampling for Active Learning in Complex Aerial Images Object Detection.
Dongjun ZhuChengjie GuJunjun ZhangYuyou YaoDayu TanPublished in: IEEE Geosci. Remote. Sens. Lett. (2024)
Keyphrases
- aerial images
- active learning
- object detection
- random sampling
- aerial imagery
- tree crown
- aerial image sequences
- vector data
- machine learning
- semi supervised
- line segments
- low altitude
- road extraction
- computer vision
- man made objects
- background subtraction
- man made
- urban areas
- generalization error
- d objects
- training set
- support vector