Hyperspectral Images Classification and Dimensionality Reduction using spectral interaction and SVM classifier.
Asma ElmaiziElkebir SarhrouniAhmed HammouchChafik NacirPublished in: CoRR (2022)
Keyphrases
- hyperspectral images
- svm classifier
- hyperspectral data
- support vector machine
- hyperspectral
- support vector machine svm
- hyperspectral imagery
- dimensionality reduction
- spectral features
- support vector
- image classification
- feature vectors
- hyperspectral image classification
- spectral bands
- svm classification
- feature extraction
- multispectral
- remote sensing
- training set
- kernel function
- multispectral images
- pattern recognition
- random projections
- target detection
- principal components
- hyperplane
- high dimensional
- multi class
- classification accuracy
- pixel classification
- support vectors
- semi supervised
- hyperspectral remote sensing
- spectral resolution
- principle component analysis
- low dimensional
- spectral data
- feature space
- infrared
- face recognition
- dimensionality reduction methods
- image data
- feature selection