State-of-the-Art and Gaps for Deep Learning on Limited Training Data in Remote Sensing.
John E. BallDerek T. AndersonPan WeiPublished in: IGARSS (2018)
Keyphrases
- remote sensing
- deep learning
- training data
- change detection
- remote sensing images
- unsupervised learning
- multispectral
- hyperspectral
- remote sensing imagery
- remote sensing data
- high resolution
- image analysis
- satellite images
- machine learning
- image processing
- automatic image registration
- satellite data
- data sets
- decision trees
- training set
- learning algorithm
- weakly supervised
- remote sensed images
- training examples
- land cover
- supervised learning
- high quality
- earth observation
- digital image analysis
- mental models
- object detection
- text classification