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Proceedings Paper

Fast spectrum extraction from SRS spectral images by independent component analysis with image compression and post sampling
Author(s): Yasuyuki Ozeki
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Paper Abstract

Stimulated Raman scattering (SRS) spectral imaging combined with multivariate analysis such as independent component analysis (ICA) allows rapid imaging of several constituents with spectral information. However, ICA takes several tens of seconds and it hinders real-time analysis. Furthermore, spectra given by ICA are not always identical to the original spectral images. In this paper, I show that ICA can be very quick by compressing the images. Furthermore, I propose a technique for extracting spectral information based on the post sampling at the locations where the ICA intensity is high. I demonstrate the proposed technique for the imaging of polymer beads and tissue samples.

Paper Details

Date Published: 5 March 2015
PDF: 5 pages
Proc. SPIE 9329, Multiphoton Microscopy in the Biomedical Sciences XV, 93291T (5 March 2015); doi: 10.1117/12.2078924
Show Author Affiliations
Yasuyuki Ozeki, The Univ. of Tokyo (Japan)


Published in SPIE Proceedings Vol. 9329:
Multiphoton Microscopy in the Biomedical Sciences XV
Ammasi Periasamy; Peter T. C. So; Karsten König, Editor(s)

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