State-of-the-art and gaps for deep learning on limited training data in remote sensing.
John E. BallDerek T. AndersonPan WeiPublished in: CoRR (2018)
Keyphrases
- remote sensing
- deep learning
- training data
- remote sensing images
- change detection
- multispectral
- image analysis
- image processing
- high resolution
- remote sensing imagery
- unsupervised learning
- satellite images
- hyperspectral
- satellite data
- machine learning
- automatic image registration
- multi spectral images
- data sets
- mental models
- remote sensing data
- land cover
- digital image analysis
- supervised learning
- training set
- decision trees
- learning algorithm
- remote sensed images
- hyperspectral images
- weakly supervised
- training examples
- neural network
- earth observation
- online learning
- object detection
- high dimensional