Self-Supervised Learning on Small In-Domain Datasets Can Overcome Supervised Learning in Remote Sensing.
A. J. Sanchez-FernandezSergio Moreno-ÁlvarezJuan-Antonio Rico-GallegoSiham TabikPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2024)
Keyphrases
- remote sensing
- supervised learning
- learning algorithm
- change detection
- image analysis
- reinforcement learning
- multispectral
- remote sensing images
- satellite images
- unsupervised learning
- supervised classification
- remote sensing data
- hyperspectral
- remote sensing imagery
- high resolution
- land cover
- pattern recognition
- high quality
- remotely sensed images
- hyperspectral remote sensing
- satellite data
- remotely sensed imagery
- data sets
- high spatial resolution
- satellite imagery
- semi supervised
- data streams
- image processing
- machine learning