Continuum fusion methods of spectral detection

Alan P. Schaum; Brian J. Daniel

doi:10.1117/1.OE.51.11.111718

8 August 2012 Continuum fusion methods of spectral detection

Alan P. Schaum, Brian J. Daniel

Author Affiliations +

Optical Engineering, Vol. 51, Issue 11, 111718 (August 2012). https://doi.org/10.1117/1.OE.51.11.111718

Abstract

The continuum fusion (CF) methodology produces new classes of multivariate detection algorithms, some of which have been used in spectral applications. CF principles apply to model-based problems in which not all parameter values are known, a common circumstance in hyperspectral operations. We reviewed the principal theoretical and applied CF results devised to date, summarized recent experimental results, and discussed in detail an important class of algorithms that illustrate the design freedom CF affords. Finally, we reviewed the fundamental CF principles as applied to a new category of model parameters only recently considered, involving a distinction in the form of a constraint that is not recognized by older methods.

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Alan P. Schaum and Brian J. Daniel "Continuum fusion methods of spectral detection," Optical Engineering 51(11), 111718 (8 August 2012). https://doi.org/10.1117/1.OE.51.11.111718

Published: 8 August 2012

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