Hyperspectral Imagery Target Detection Using the Iterative RX Detector

Name: Hyperspectral Imagery Target Detection Using the Iterative RX Detector
Brand: Biblioscholar
SKU: 9781288396276
Price: 51.78 EUR
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Autor: Yuri P Taitano

Jazyk:

Väzba: Brožovaná

Vydavateľ: Biblioscholar

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The purpose of this research was to expand the current catalog of hyperspectral imagery (HSI) anomal...

Informácie o knihe

Autor

Yuri P Taitano

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2012

Stránok

106

EAN

9781288396276

ISBN

9781288396276

Enbook ID

08249308

Vydavateľ

Biblioscholar

Hmotnosť

204

Rozmery

189 x 246 x 6

Kompletný popis

The purpose of this research was to expand the current catalog of hyperspectral imagery (HSI) anomaly detector algorithms by proving the effectiveness of a new detector dubbed Iterative RX. Specifically, the Iterative RX detector is measured against the established HSI "benchmark" detector known as RX. Principal component analysis was employed as a data reduction technique. Design of experiments was used to ascertain the significance of three factors including algorithm used. Detector performance was measured both by the standard operating characteristic curve and by the novel clump operating characteristic curve. Matlab code for the Iterative RX algorithm, Baseline RX algorithm, and a clump grading function are provided. Furthermore, recommended algorithm settings and procedures for the application of the Iterative RX detector are also provided.

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Hyperspectral Imagery Target Detection Using the Iterative RX Detector

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