An outlier generation approach for one-class random forests: An example in one-class classification of remote sensing imagery.
Zhongkui ShiPeijun LiYi SunPublished in: IGARSS (2016)
Keyphrases
- random forests
- remote sensing imagery
- remote sensing
- change detection
- random forest
- decision trees
- ensemble methods
- wavelet transformation
- logistic regression
- machine learning algorithms
- land cover
- remote sensing data
- decision tree ensembles
- hyperspectral
- multi source
- satellite images
- relational databases
- training data
- multispectral
- prediction accuracy
- markov random field
- high resolution
- image analysis
- remote sensing images
- depth images
- multiscale
- learning algorithm
- databases