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portada Hyperspectral Imaging: Techniques for Spectral Detection and Classification
Type
Physical Book
Publisher
Author
Year
2003
Language
English
Pages
367
Format
Hardcover
ISBN
0306474832
ISBN13
9780306474835
Edition No.
2003
Categories

Hyperspectral Imaging: Techniques for Spectral Detection and Classification

Chein-I Chang (Author) · Springer · Hardcover

Hyperspectral Imaging: Techniques for Spectral Detection and Classification - Chein-I Chang

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Synopsis "Hyperspectral Imaging: Techniques for Spectral Detection and Classification "

Hyperspectral Imaging: Techniques for Spectral Detection and Classification is an outgrowth of the research conducted over the years in the Remote Sensing Signal and Image Processing Laboratory (RSSIPL) at the University of Maryland, Baltimore County. It explores applications of statistical signal processing to hyperspectral imaging and further develops non-literal (spectral) techniques for subpixel detection and mixed pixel classification. This text is the first of its kind on the topic and can be considered a recipe book offering various techniques for hyperspectral data exploitation. In particular, some known techniques, such as OSP (Orthogonal Subspace Projection) and CEM (Constrained Energy Minimization) that were previously developed in the RSSIPL, are discussed in great detail. This book is self-contained and can serve as a valuable and useful reference for researchers in academia and practitioners in government and industry.

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