Dimensionality Reduction of Deep Learning for Earth Observation: Smaller, Faster, Simpler.
Iulia CalotaDaniela FaurMihai DatcuPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2023)
Keyphrases
- deep learning
- dimensionality reduction
- earth observation
- unsupervised learning
- remote sensing
- satellite data
- remote sensing data
- sensor data
- high dimensional data
- principal component analysis
- feature extraction
- high dimensional
- unsupervised feature learning
- pattern recognition
- machine learning
- weakly supervised
- feature space
- feature selection
- storage management
- data points
- geographical information systems
- data center
- satellite images
- mental models
- face recognition