Sparsity Regularized Deep Subspace Clustering for Multicriterion-Based Hyperspectral Band Selection.
Samiran DasSawon PratiherChirag KyalPedram GhamisiPublished in: IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. (2022)
Keyphrases
- subspace clustering
- hyperspectral
- band selection
- high dimensional
- hyperspectral images
- high dimensional data
- hyperspectral imagery
- hyperspectral remote sensing
- hyperspectral remote sensing images
- spectral bands
- hyperspectral data
- pixel classification
- remote sensing
- infrared
- multispectral
- hyperspectral imaging
- target detection
- subspace clusters
- sparse representation
- clustering method
- clustering algorithm
- spatial resolution
- image data
- information content
- multi band
- satellite images
- high dimensionality
- low dimensional
- remote sensing images
- dimensionality reduction
- feature space
- data sets
- change detection
- kernel function
- high spatial resolution
- image analysis
- spectral resolution