Semi- and Self-Supervised Metric Learning for Remote Sensing Applications.
Itza Hernandez-SequeiraRubén Fernández-BeltranFiliberto PlaPublished in: IEEE Geosci. Remote. Sens. Lett. (2024)
Keyphrases
- remote sensing
- metric learning
- distance metric
- distance metric learning
- change detection
- remote sensing images
- remote sensing imagery
- learning tasks
- multispectral
- image analysis
- dimensionality reduction
- pairwise
- image processing
- semi supervised
- remote sensing data
- automatic image registration
- hyperspectral
- high resolution
- land cover
- satellite data
- satellite images
- feature space
- distance function
- digital image analysis
- mahalanobis metric
- multi spectral images
- computer vision
- multi task
- semi supervised learning
- query processing
- earth observation
- pattern recognition
- high quality
- remote sensed images
- background knowledge
- text classification
- distance measure
- active learning
- learning process
- machine learning