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Optics Express

Optics Express

  • Editor: C. Martijn de Sterke
  • Vol. 19, Iss. 22 — Oct. 24, 2011
  • pp: 21665–21672

Characterization of a medium by estimating the constituent components of its coherency matrix in polarization optics

V. Devlaminck, P. Terrier, and J. M. Charbois  »View Author Affiliations


Optics Express, Vol. 19, Issue 22, pp. 21665-21672 (2011)
http://dx.doi.org/10.1364/OE.19.021665


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Abstract

In this work, an alternative route to analyze a set of coherency matrices associated to a medium is addressed by means of the Independent Component Analysis (ICA) technique. We highlight the possibility of extracting an underlying structure of the medium in relation to a model of constituent components. The medium is considered as a mixture of unknown constituent components weighted by unknown but statistically independent random coefficients of thickness. The ICA technique can determine the number of components necessary to characterize a set of sample of the medium. An estimate of the value of these components and their respective weights is also determined. Analysis of random matrices generated by multiplying random diattenuators and depolarizers is presented to illustrate the proposed approach and demonstrate its capabilities.

© 2011 OSA

OCIS Codes
(110.2960) Imaging systems : Image analysis
(120.5410) Instrumentation, measurement, and metrology : Polarimetry
(100.4995) Image processing : Pattern recognition, metrics

ToC Category:
Instrumentation, Measurement, and Metrology

History
Original Manuscript: May 27, 2011
Revised Manuscript: July 22, 2011
Manuscript Accepted: August 4, 2011
Published: October 19, 2011

Citation
V. Devlaminck, P. Terrier, and J. M. Charbois, "Characterization of a medium by estimating the constituent components of its coherency matrix in polarization optics," Opt. Express 19, 21665-21672 (2011)
http://www.opticsinfobase.org/oe/abstract.cfm?URI=oe-19-22-21665


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