Abstract: Band selection is a valid method to reduce redundant information in hyperspectral images (HSIs). Typically, two methods are used to select representative bands: ranking bands based on ...

Abstract: It is a challenging task to select the informative features that can maintain the manifold structure in the original feature space. Many unsupervised feature selection methods still suffer ...