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Article
Three-dimensional localization and optical imaging of objects in turbid media with independent component analysis
Applied Optics
  • Min Xu, Fairfield University
  • M. Alrubaiee
  • S. K. Gaven
  • R. R. Alfano
Document Type
Article
Article Version
Publisher's PDF
Publication Date
1-1-2005
Abstract
A new approach for optical imaging and localization of objects in turbid media that makes use of the independent component analysis (ICA) from information theory is demonstrated. Experimental arrangement realizes a multisource illumination of a turbid medium with embedded objects and a multidetector acquisition of transmitted light on the medium boundary. The resulting spatial diversity and multiple angular observations provide robust data for three-dimensional localization and characterization of absorbing and scattering inhomogeneities embedded in a turbid medium. ICA of the perturbations in the spatial intensity distribution on the medium boundary sorts out the embedded objects, and their locations are obtained from Green's function analysis based on any appropriate light propagation model. Imaging experiments were carried out on two highly scattering samples of thickness approximately 50 times the transport mean-free path of the respective medium. One turbid medium had two embedded absorptive objects, and the other had four scattering objects. An independent component separation of the signal, in conjunction with diffusive photon migration theory, was used to locate the embedded inhomogeneities. In both cases, improved lateral and axial localizations of the objects over the result obtained by use of common photon migration reconstruction algorithms were achieved. The approach is applicable to different medium geometries, can be used with any suitable photon propagation model, and is amenable to near-real-time imaging applications.
Comments

© 2005 The Optical Society. This paper was published in Applied Optics and is made available as an electronic reprint with the permission of OSA. The paper can be found at the following URL on the OSA website: http://www.opticsinfobase.org/ao/abstract.cfm?URI=ao-44-10-1889.

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Published Citation
M. Xu, M. Alrubaiee, S. K. Gayen, and R. R. Alfano, "Three-dimensional localization and optical imaging of objects in turbid media with independent component analysis," Applied Optics. 44(10), 1889-1897 (2005) http://www.opticsinfobase.org/ao/abstract.cfm?URI=ao-44-10-1889
DOI
10.1364/AO.44.001889
None
Peer Reviewed
Citation Information
Min Xu, M. Alrubaiee, S. K. Gaven and R. R. Alfano. "Three-dimensional localization and optical imaging of objects in turbid media with independent component analysis" Applied Optics Vol. 44 Iss. 10 (2005)
Available at: http://works.bepress.com/min_xu/4/