Image Analysis, Classification and Change Detection in Remote Sensing: With Algorithms for Python, Fourth Edition

Cover; Half Title; Title Page; Copyright Page; Table of Contents; Preface to the First Edition; Preface to the Second Edition; Preface to the Third Edition; Preface to the Fourth Edition; Author Biography; 1: Images, Arrays, and Matrices; 1.1 Multispectral satellite images; 1.2 Synthetic aperture radar images; 1.3 Algebra of vectors and matrices; 1.3.1 Elementary properties; 1.3.2 Square matrices; 1.3.3 Singular matrices; 1.3.4 Symmetric, positive definite matrices; 1.3.5 Linear dependence and vector spaces; 1.4 Eigenvalues and eigenvectors; 1.5 Singular value decomposition