Free PDF Signal Theory Methods in Multispectral Remote Sensing

Free PDF Signal Theory Methods in Multispectral Remote Sensing

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Signal Theory Methods in Multispectral Remote Sensing

Signal Theory Methods in Multispectral Remote Sensing


Signal Theory Methods in Multispectral Remote Sensing


Free PDF Signal Theory Methods in Multispectral Remote Sensing

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Signal Theory Methods in Multispectral Remote Sensing

From the Back Cover

Practical methods for the optimal analysis of multispectral and hyperspectral image data The field of remote sensing is a cross-disciplinary one, involving professionals ranging from signal processing engineers to earth science researchers to private and public sector practitioners, in nearly every region of the globe. The Signal Theory Approach offers powerful methods for analyzing the complex data involved in this field–methods which may not be familiar to many in non-engineering fields. In contrast to previous broad surveys of the subject, Signal Theory Methods in Multispectral Remote Sensing focuses on the practical knowledge data users of all types must have to optimally analyze multispectral and hyperspectral image data. Both a textbook and self-teaching reference for professionals in the field, this book covers the fundamentals of the analysis of multispectral and hyperspectral image data from the point of view of signal processing engineering. Avoiding topics common to general treatments of remote sensing but not germane to practical applications, it offers concise discussions of: Pattern recognition methods as applied to the analysis of multivariate remotely sensed data The scene and sensor parts of a passive optical remote sensing system The statistical approach, including first-and second-order decision boundaries, error estimation, feature selection, and clustering Spectral feature design, the incorporation of spatial variations, noise in remote sensing systems, and other methods necessary for hyperspectral analysis As hyperspectral data becomes more widely available, the need for practical ways to analyze the very large volume of hyperspectral data on a personal computer makes this an extremely timely and useful reference for all professionals and researchers involved in remote sensing.

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About the Author

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.

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Product details

Hardcover: 520 pages

Publisher: Wiley-Interscience (January 31, 2003)

Language: English

ISBN-10: 047142028X

ISBN-13: 978-0471420286

Product Dimensions:

6.5 x 1.3 x 9.5 inches

Shipping Weight: 1.9 pounds (View shipping rates and policies)

Average Customer Review:

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Amazon Best Sellers Rank:

#1,674,444 in Books (See Top 100 in Books)

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