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Proceedings Paper

Design methods for continuum fusion detectors
Author(s): A. Schaum
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Paper Abstract

Continuum fusion methods define a new design approach for multivariate detection algorithms, hyperspectral applications being only one example. However, the high dimensions in which such detectors operate can challenge human intuition. We show how certain low-dimensional representations can be used to understand the performance of many existing discrimination algorithms, with special emphasis on newer CF methods. We also give examples illustrating how the interplay between analytical and geometrical interpretations can be used to inform the process of designing special purpose detectors, such as for eliminating sensor artifacts.

Paper Details

Date Published: 20 May 2011
PDF: 12 pages
Proc. SPIE 8048, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII, 804803 (20 May 2011); doi: 10.1117/12.883497
Show Author Affiliations
A. Schaum, U.S. Naval Research Lab. (United States)


Published in SPIE Proceedings Vol. 8048:
Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII
Sylvia S. Shen; Paul E. Lewis, Editor(s)

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