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Information theoretic analysis of hyperspectral imaging systems with applications to fluorescence microscopy

We present a general stochastic model for hyperspectral imaging data and derive analytical expressions for the Fisher information matrix for the underlying spectral unmixing problem. We investigate the linear mixing model as a special case and define a linear unmixing performance bound by using the...

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Vydáno v:Biomed Opt Express
Hlavní autor: Ram, Sripad
Médium: Artigo
Jazyk:Inglês
Vydáno: Optical Society of America 2019
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC6706041/
https://ncbi.nlm.nih.gov/pubmed/31467784
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1364/BOE.10.003380
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