Evaluation of Dimensionality Reduction Methods for Remote Sensing Images Using Classification and 3D Visualization.
Andreea GriparisDaniela FaurMihai DatcuPublished in: ACIVS (2017)
Keyphrases
- remote sensing images
- dimensionality reduction methods
- remote sensing
- landsat etm
- multi spectral images
- change detection
- dimensionality reduction
- multispectral
- classification accuracy
- principal components analysis
- pattern recognition
- unsupervised learning
- multispectral images
- preprocessing step
- feature set
- principal component analysis
- support vector machine
- feature extraction
- feature selection
- pattern classification
- feature vectors
- support vector
- preprocessing
- data sets
- machine learning
- discriminant projection
- image analysis
- feature space
- hyperspectral
- remotely sensed images
- discriminant analysis
- marked point processes
- knn