Selecting Training Samples from Large-Scale Remote-Sensing Samples Using an Active Learning Algorithm.
Yan GuoLi MaFei ZhuFujiang LiuPublished in: ISICA (2015)
Keyphrases
- training samples
- remote sensing
- change detection
- test sample
- multispectral
- remote sensing imagery
- remote sensing images
- satellite images
- number of training samples
- feature space
- high resolution
- high dimensional
- training set
- learning algorithm
- image fusion
- satellite imagery
- image analysis
- hyperspectral
- training data
- sample set
- remote sensing data
- supervised learning
- satellite data
- image processing
- multi spectral images
- representative samples
- high spatial resolution
- land cover
- digital image analysis
- hyperspectral images
- automatic image registration
- remote sensed images
- spectral data
- convex hull
- remotely sensed data
- earth observation
- small number of samples
- data mining
- spatial resolution
- image reconstruction
- unsupervised learning
- multiresolution
- data sets