Tag: Hyperspectral

Reducing Dimensionality of Hyperspectral Data with Robust PCA and Autoencoders in R

Background Hyperspectral images are images that capture a large number of spectral bands across the electromagnetic spectrum, usually hundreds of bands. While this provides a wealth of information, it also presents several challenges. One of the primary disadvantages of hyperspectral images is th...