Hyperspectral Image Classification via Information Theoretic Dimension Reduction.
Md. Rashedul IslamAyasha SiddiqaMasud Ibn AfjalMd. Palash UddinAnwaar UlhaqPublished in: Remote. Sens. (2023)
Keyphrases
- information theoretic
- dimension reduction
- hyperspectral image classification
- active learning
- information theory
- mutual information
- hyperspectral images
- hyperspectral
- principal component analysis
- high dimensional
- feature extraction
- feature selection
- low dimensional
- variable selection
- high dimensionality
- feature space
- singular value decomposition
- high dimensional data
- cluster analysis
- random projections
- information theoretic measures
- linear discriminant analysis
- dimensionality reduction
- preprocessing
- infrared
- multispectral
- data sets
- unsupervised learning
- learning process
- similarity measure
- computer vision
- data analysis
- pattern recognition
- principle component analysis