Assessing the Effect of PCA-Based Dimensionality Reduction on Machine Learning Performance in Hyperspectral Optical Imaging

Parisa Parand, Mahmoud Samadpour

Hyperspectral optical imaging provides rich spectral information for estimating continuous environmental and material parameters; however, its high dimensionality and strong featur…