An Unsupervised Crop Classification Method Based on Principal Components Isometric Binning.
Zhe MaZhe LiuYuanyuan ZhaoLin ZhangDiyou LiuTianwei RenXiaodong ZhangShaoming LiPublished in: ISPRS Int. J. Geo Inf. (2020)
Keyphrases
- classification method
- principal components
- principal component analysis
- knn
- dimensionality reduction
- k nearest neighbor
- text classification
- kernel principal component analysis
- classification scheme
- kernel space
- manifold learning
- principal components analysis
- support vector machine svm
- classification algorithm
- support vector machine
- low dimensional
- unsupervised learning
- covariance matrix
- selected features
- principal component regression
- nearest neighbor
- computer vision
- small number
- feature extraction
- decision trees
- clustering algorithm
- spectral data
- machine learning
- data sets