Chemical identification under a poisson model for Raman spectroscopy

Chemical identification under a poisson model for Raman spectroscopy

Raman spectroscopy provides a powerful means of chemical identification in a variety of fields, partly because of its non-contact nature and the speed at which measurements can be taken. The development of powerful, inexpensive lasers and sensitive charge-coupled device (CCD) detectors has led to w...

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Bibliographic Details
Main Author: Palkki, Ryan D.
Published: Georgia Institute of Technology 2013
Subjects:
Spectral unmixing
Minimum description length (MDL)
Nonnegative matrix factorization (NMF)
Classification
Iteratively reweighted least squares
Errors-in-variables (EIV) modeling
Detection
Raman spectroscopy
Parameter estimation
Algorithms
Online Access:http://hdl.handle.net/1853/45935

Internet

http://hdl.handle.net/1853/45935

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