Ten deep learning techniques to address small data problems with remote sensing.
Anastasiia SafonovaGohar GhazaryanStefan StillerMagdalena Main-KnornClaas NendelMasahiro RyoPublished in: Int. J. Appl. Earth Obs. Geoinformation (2023)
Keyphrases
- remote sensing
- remote sensing data
- deep learning
- data sets
- satellite images
- image analysis
- satellite data
- multispectral
- high spatial resolution
- data analysis
- data sources
- remote sensing imagery
- spatial data
- training data
- satellite imagery
- computer vision
- change detection
- earth science
- remotely sensed data
- remote sensing images
- unsupervised learning
- high resolution
- feature space
- high quality
- image processing
- feature selection
- neural network