Improving Generalization for Few-Shot Remote Sensing Classification with Meta-Learning.
Surbhi SharmaRibana RoscherMorris RiedelM. Shahbaz MemonGabriele CavallaroPublished in: IGARSS (2022)
Keyphrases
- remote sensing
- meta learning
- multi spectral images
- multispectral
- hyperspectral images
- remote sensing images
- machine learning algorithms
- change detection
- hyperspectral
- land cover classification
- remote sensing data
- decision trees
- hyperspectral data
- image processing
- satellite images
- model selection
- remote sensing imagery
- pattern recognition
- remotely sensed data
- satellite data
- machine learning
- automatic image registration
- inductive learning
- land cover
- high resolution
- learning tasks
- classification accuracy
- image analysis
- feature extraction
- hyperspectral remote sensing
- data mining
- text classification
- feature selection
- supervised classification
- support vector machine
- earth observation
- feature vectors
- feature space
- data sets
- training data
- reinforcement learning
- machine learning methods
- active learning
- image classification
- metamodel
- computer vision
- knowledge acquisition
- databases