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A Probabilistic Approach to Spectral Unmixing

Huynh, Cong; Robles-Kelly, Antonio

Description

In this paper, we present a statistical approach to spectral unmixing with unknown endmember spectra and unknown illuminant power spectrum. The method presented here is quite general in nature, being applicable to settings in which sub-pixel information is required. The method is formulated as a simultaneous process of illuminant power spectrum prediction and basis material reflectance decomposition via a statistical approach based upon deterministic annealing and the maximum entropy principle....[Show more]

CollectionsANU Research Publications
Date published: 2010
Type: Journal article
URI: http://hdl.handle.net/1885/61328
Source: Lecture Notes in Computer Science (LNCS)
DOI: 10.1007/978-3-642-14980-1_33

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