Image Analysis, Classification, and Change Detection in Remote Sensing : With Algorithms for ENVI/IDL, Second Edition

✍ Scribed by Canty, Morton J

Publisher: CRC Press
Year: 2011
Tongue: English
Leaves: 474
Edition: 2nd ed
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

Images, Arrays, and MatricesMultispectral Satellite ImagesAlgebra of Vectors and MatricesEigenvalues and Eigenvectors Singular Value DecompositionVector Derivatives Finding Minima and Maxima Image Statistics Random VariablesRandom Vectors Parameter EstimationHypothesis Testing and Sample Distribution FunctionsConditional Probabilities, Bayes' Theorem, and Classification Ordinary Linear RegressionEntropy and Read more...

Abstract:

Covers such topics as basic Fourier transforms, wavelets, principle components, minimum noise fraction transformation, and othorectification. This book also discusses panchromatic sharpening, Read more...

✦ Table of Contents

Content: Front cover
Contents
Preface to the Second Edition
Preface to the First Edition
Chapter 1. Images, Arrays, and Matrices
Chapter 2. Image Statistics
Chapter 3. Transformations
Chapter 4. Filters, Kernels, and Fields
Chapter 5. Image Enhancement and Correction
Chapter 6. Supervised Classification: Part 1
Chapter 7. Supervised Classification: Part 2
Chapter 8. Unsupervised Classification
Chapter 9. Change Detection
Appendix A: Mathematical Tools
Appendix B: Efficient Neural Network Training Algorithms
Appendix C: ENVI Extensions in IDL
Appendix D: Mathematical Notation.

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