Semi-supervised object detection with uncurated unlabeled data for remote sensing images.
Nanqing LiuXun XuYingjie GaoYitao ZhaoHeng-Chao LiPublished in: Int. J. Appl. Earth Obs. Geoinformation (2024)
Keyphrases
- remote sensing images
- unlabeled data
- semi supervised
- object detection
- labeled data
- semi supervised learning
- change detection
- multispectral
- remote sensing
- co training
- labeled examples
- labeled and unlabeled data
- semi supervised classification
- pairwise
- object categories
- supervised learning
- multi class
- domain adaptation
- active learning
- semi supervised learning algorithms
- multi view
- computer vision
- satellite images
- labeled training data
- transfer learning
- training examples
- supervised and semi supervised
- unsupervised learning
- unlabeled examples
- label propagation
- semi supervised clustering
- metric learning
- image data
- object recognition
- hyperspectral
- data points
- training data
- image processing
- transductive learning
- unlabeled samples
- small set of labeled
- pairwise constraints
- class labels
- text classification
- learning algorithm
- label information
- multiple instance learning
- data sets