Physics-Aware Training Data to Improve Machine Learning for Sea Ice Classification from Sentinel-1 SAR Scenes.
Qiang WangAnthony P. DoulgerisTorbjørn EltoftPublished in: IGARSS (2022)
Keyphrases
- machine learning
- sea ice
- decision trees
- training data
- classification accuracy
- supervised learning
- synthetic aperture radar
- support vector machine
- machine learning methods
- pattern recognition
- classification models
- learning algorithm
- training set
- sar imagery
- sar images
- text classification
- computer science
- machine learning algorithms
- class labels
- satellite images
- supervised classification
- image reconstruction
- support vector
- feature selection
- model selection
- semi supervised learning
- satellite imagery
- feature space
- active learning
- computer vision
- training samples
- feature vectors