Signal Theory Methods in Multispectral Remote Sensing - David A Landgrebe

Signal Theory Methods in Multispectral Remote Sensing

Buch | Hardcover
528 Seiten
2003
Wiley-Interscience (Verlag)
978-0-471-42028-6 (ISBN)
247,12 inkl. MwSt
Remote sensing is used in aeronautics, global positioning, tracking, environmental, and meteorlogical applications. This book focusses on the fundamentals of the analysis of multispectral and hyperspectral image data from the point of view of signal processing engineering.
An outgrowth of the author's extensive experience teaching senior and graduate level students, this is both a thorough introduction and a solid professional reference.
* Material covered has been developed based on a 35-year research program associated with such systems as the Landsat satellite program and later satellite and aircraft programs.
* Covers existing aircraft and satellite programs and several future programs *An Instructor's Manual presenting detailed solutions to all the problems in the book is available from the Wiley editorial department.

DAVID A. LANDGREBE, PhD, is Professor Emeritus of Electrical Computer Engineering in the School of Electrical and Computer Engineering at Purdue University. Dr. Landgrebe is a former president of the IEEE Geoscience and Remote Sensing Society and recipient of the Society’s Distinguished Achievement Award. He is the coauthor of Remote Sensing: The Quantitative Approach and a contributor to numerous other publications.

Preface. PART I: INTRODUCTION.

Chapter 1. Introduction and Background.

PART II: THE BASICS FOR CONVENTIONAL MULTISPECTRAL DATA.

Chapter 2. Radiation and Sensor Systems in Remote Sensing.

Chapter 3. Pattern Recognition in Remote Sensing.

PART III: ADDITIONAL DETAILS.

Chapter 4. Training a Classifier.

Chapter 5. Hyperspectral Data Characteristics.

Chapter 6. Feature Definition.

Chapter 7. A Data Analysis Paradigm and  Examples.

Chapter 8. Use of Spatial Variations.

Chapter 9. Noise in Remote Sensing Systems.

Chapter 10. Multispectral Image Data Preprocessing.

Appendix. An Outline of Probability Theory.

Exercises.

Index.

Erscheint lt. Verlag 14.2.2003
Reihe/Serie Wiley Series in Remote Sensing and Image Processing
Sprache englisch
Maße 165 x 241 mm
Gewicht 953 g
Themenwelt Mathematik / Informatik Informatik
Technik Elektrotechnik / Energietechnik
ISBN-10 0-471-42028-X / 047142028X
ISBN-13 978-0-471-42028-6 / 9780471420286
Zustand Neuware
Haben Sie eine Frage zum Produkt?
Mehr entdecken
aus dem Bereich
leichter Einstieg für Senioren

von Philip Kiefer

Buch | Softcover (2024)
Markt + Technik Verlag
9,95