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Conference Paper: Image reconstruction from nonuniformly spaced samples in Fourier domain optical coherence tomography
Title | Image reconstruction from nonuniformly spaced samples in Fourier domain optical coherence tomography |
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Authors | |
Keywords | Fourier Domain Optical Coherence Tomography (Fd-Oct) Inverse Imaging L 1 Norm Nonuniform Discrete Fourier Transform (Nudft) Total Variation (Tv) |
Issue Date | 2012 |
Publisher | S P I E - International Society for Optical Engineering. The Journal's web site is located at http://spie.org/x1848.xml |
Citation | Proceedings Of Spie - The International Society For Optical Engineering, 2012, v. 8296 How to Cite? |
Abstract | In this work, we use inverse imaging for object reconstruction from nonuniformly-spaced samples in Fourier domain optical coherence tomography (FD-OCT). We first model the FD-OCT system with a linear system of equations, where the source power spectrum and the nonuniformly-spaced sample positions are represented accurately. Then, we reconstruct the object signal directly from the nonuniformly-spaced wavelength measurements. With the inverse imaging method, we directly estimate the 2D cross-sectional object image instead of a set of independent A-line signals. By using the Total Variation (TV) as a constraint in the optimization process, we reduce the noise in the 2D object estimation. Besides TV, object sparsity is also used as a regularization for the signal reconstruction in FD-OCT. Experimental results demonstrate the advantages of our method, as we compare it with other methods. © 2012 Copyright Society of Photo-Optical Instrumentation Engineers (SPIE). |
Persistent Identifier | http://hdl.handle.net/10722/158779 |
ISSN | 2023 SCImago Journal Rankings: 0.152 |
ISI Accession Number ID | |
References |
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Ke, J | en_US |
dc.contributor.author | Zhu, R | en_US |
dc.contributor.author | Lam, EY | en_US |
dc.date.accessioned | 2012-08-08T09:01:17Z | - |
dc.date.available | 2012-08-08T09:01:17Z | - |
dc.date.issued | 2012 | en_US |
dc.identifier.citation | Proceedings Of Spie - The International Society For Optical Engineering, 2012, v. 8296 | en_US |
dc.identifier.issn | 0277-786X | en_US |
dc.identifier.uri | http://hdl.handle.net/10722/158779 | - |
dc.description.abstract | In this work, we use inverse imaging for object reconstruction from nonuniformly-spaced samples in Fourier domain optical coherence tomography (FD-OCT). We first model the FD-OCT system with a linear system of equations, where the source power spectrum and the nonuniformly-spaced sample positions are represented accurately. Then, we reconstruct the object signal directly from the nonuniformly-spaced wavelength measurements. With the inverse imaging method, we directly estimate the 2D cross-sectional object image instead of a set of independent A-line signals. By using the Total Variation (TV) as a constraint in the optimization process, we reduce the noise in the 2D object estimation. Besides TV, object sparsity is also used as a regularization for the signal reconstruction in FD-OCT. Experimental results demonstrate the advantages of our method, as we compare it with other methods. © 2012 Copyright Society of Photo-Optical Instrumentation Engineers (SPIE). | en_US |
dc.language | eng | en_US |
dc.publisher | S P I E - International Society for Optical Engineering. The Journal's web site is located at http://spie.org/x1848.xml | en_US |
dc.relation.ispartof | Proceedings of SPIE - The International Society for Optical Engineering | en_US |
dc.subject | Fourier Domain Optical Coherence Tomography (Fd-Oct) | en_US |
dc.subject | Inverse Imaging | en_US |
dc.subject | L 1 Norm | en_US |
dc.subject | Nonuniform Discrete Fourier Transform (Nudft) | en_US |
dc.subject | Total Variation (Tv) | en_US |
dc.title | Image reconstruction from nonuniformly spaced samples in Fourier domain optical coherence tomography | en_US |
dc.type | Conference_Paper | en_US |
dc.identifier.email | Lam, EY:elam@eee.hku.hk | en_US |
dc.identifier.authority | Lam, EY=rp00131 | en_US |
dc.description.nature | link_to_subscribed_fulltext | en_US |
dc.identifier.doi | 10.1117/12.907331 | en_US |
dc.identifier.scopus | eid_2-s2.0-84857945250 | en_US |
dc.relation.references | http://www.scopus.com/mlt/select.url?eid=2-s2.0-84857945250&selection=ref&src=s&origin=recordpage | en_US |
dc.identifier.volume | 8296 | en_US |
dc.identifier.isi | WOS:000302533300023 | - |
dc.publisher.place | United States | en_US |
dc.identifier.scopusauthorid | Ke, J=9045258900 | en_US |
dc.identifier.scopusauthorid | Zhu, R=49562175700 | en_US |
dc.identifier.scopusauthorid | Lam, EY=7102890004 | en_US |
dc.identifier.issnl | 0277-786X | - |