A Probabilistic Approach to Spectral Unmixing
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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]
Collections | ANU Research Publications |
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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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01_Huynh_A_Probabilistic_Approach_to_2010.pdf | 238.91 kB | Adobe PDF |
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