Abstract: Dimensionality reduction (DR) is an important and helpful preprocessing step for hyperspectral image (HSI) classification. Recently, sparse graph embedding (SGE) has been widely used in the ...

Abstract: Semisupervised band selection (BS) technique plays an important role in processing hyperspectral images (HSIs) because of its superiority ... Among semisupervised BS models, graph-based ...