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Hyperspectral Imagery Target Detection Using the Iterative RX Detector

Name: Hyperspectral Imagery Target Detection Using the Iterative RX Detector
Brand: Biblioscholar
SKU: 08249308
Price: 22033 HUF
Availability: InStock
Author: Yuri P Taitano
ISBN: 9781288396276

Yuri P Taitano

Language

English

Book Paperback

Libristo code: 08249308

Publishers Biblioscholar, December 2012

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

Libristo code: 08249308

147 b

22 033 Ft

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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.