Profile Photo Resource by
EO College

Rate this resource:

Unit Description

This unit provides an introduction to dimensionality reduction methods related to hyperspectral data or imaging spectroscopy. First, feature engineering methods using selected parametric and nonparametric regression methods are presented. Second, feature selection or extraction, using filter, wrapper and embedded methods will be discussed. Finally, some alternative methods are presented.

Oct. 07, 2020
EnMap, Image Processing, Methods