Image Analysis, Classification, and Change Detection in Remote Sensing :
General Material Designation
[Book]
Other Title Information
With Algorithms for ENVI/IDL, Second Edition.
First Statement of Responsibility
Morton J Canty
EDITION STATEMENT
Edition Statement
2nd ed
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Hoboken
Name of Publisher, Distributor, etc.
CRC Press
Date of Publication, Distribution, etc.
2011
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
(474 pages)
CONTENTS NOTE
Text of Note
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.
SUMMARY OR ABSTRACT
Text of Note
Covers such topics as basic Fourier transforms, wavelets, principle components, minimum noise fraction transformation, and othorectification. This book also discusses panchromatic sharpening, explores multivariate change detection, and examines supervised and unsupervised land cover classification and hyperspectral analysis.