Design methods for continuum fusion detectors

A. Schaum

doi:10.1117/12.883497

20 May 2011 Design methods for continuum fusion detectors

A. Schaum

Proceedings Volume 8048, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII; 804803 (2011) https://doi.org/10.1117/12.883497
Event: SPIE Defense, Security, and Sensing, 2011, Orlando, Florida, United States

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.

Citation Download Citation

A. Schaum "Design methods for continuum fusion detectors", Proc. SPIE 8048, Algorithms and Technologies for Multispectral, Hyperspectral, and Ultraspectral Imagery XVII, 804803 (20 May 2011); https://doi.org/10.1117/12.883497

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