Hyperspectral images classification and Dimensionality Reduction using Homogeneity feature and mutual information.
Hasna NhailaMaria MerzouqiElkebir SarhrouniAhmed HammouchPublished in: CoRR (2022)
Keyphrases
- hyperspectral images
- mutual information
- dimensionality reduction
- hyperspectral data
- hyperspectral
- feature selection
- hyperspectral imagery
- hyperspectral image classification
- feature vectors
- high dimensionality
- random projections
- remote sensing
- dimensionality reduction methods
- pattern recognition
- dimension reduction
- feature extraction
- classification accuracy
- feature set
- image registration
- high dimensional data
- multispectral
- high dimensional
- principal components
- color images
- machine learning
- high quality
- pixel classification
- multiscale
- target detection
- low dimensional
- active learning