Random Forests Unsupervised Classification: The Detection and Mapping of Solanum mauritianum Infestations in Plantation Forestry Using Hyperspectral Data.
Kabir PeerbhayOnisimo MutangaRiyad IsmailPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2015)
Keyphrases
- random forests
- unsupervised classification
- hyperspectral images
- hyperspectral data
- hyperspectral
- random forest
- hyperspectral imagery
- target detection
- decision trees
- logistic regression
- machine learning algorithms
- remote sensing
- multispectral
- ensemble methods
- supervised classification
- remote sensing data
- infrared
- remote sensing images
- multispectral images
- unsupervised learning
- data clustering
- detection rate
- target tracking
- false alarms
- image data