Mathematics
NumPy: Linear Algebra on Images
SVD to generate a compressed approximation of an image
Published in
6 min readJul 11, 2021
In this instructional exercise, we will use a matrix decomposition from linear algebra, the Singular Value Decomposition, to generate a compressed approximation of an image. We’ll use the ascent image from the scipy.misc module:
