Optical properties reconstruction using the adjoint method based on the radiative transfer equation
•We reconstruct the optical properties (µa, µs and g) within a gradient-based algorithm.•The gradient is efficiently computed by the RTE adjoint method.•The simultaneous reconstruction of µa and µs is examined with crosstalk problem.•The g factor is accurately reconstructed as a new optical contrast...
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Veröffentlicht in: | Journal of quantitative spectroscopy & radiative transfer 2018-01, Vol.204 (204), p.179-189 |
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container_title | Journal of quantitative spectroscopy & radiative transfer |
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creator | Addoum, Ahmad Farges, Olivier Asllanaj, Fatmir |
description | •We reconstruct the optical properties (µa, µs and g) within a gradient-based algorithm.•The gradient is efficiently computed by the RTE adjoint method.•The simultaneous reconstruction of µa and µs is examined with crosstalk problem.•The g factor is accurately reconstructed as a new optical contrast agent.•The simultaneous reconstruction of µs and g is achieved with reasonable accuracy.
An efficient algorithm is proposed to reconstruct the spatial distribution of optical properties in heterogeneous media like biological tissues. The light transport through such media is accurately described by the radiative transfer equation in the frequency-domain. The adjoint method is used to efficiently compute the objective function gradient with respect to optical parameters. Numerical tests show that the algorithm is accurate and robust to retrieve simultaneously the absorption µa and scattering µs coefficients for lowly and highly absorbing medium. Moreover, the simultaneous reconstruction of µs and the anisotropy factor g of the Henyey–Greenstein phase function is achieved with a reasonable accuracy. The main novelty in this work is the reconstruction of g which might open the possibility to image this parameter in tissues as an additional contrast agent in optical tomography. |
doi_str_mv | 10.1016/j.jqsrt.2017.09.015 |
format | Article |
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An efficient algorithm is proposed to reconstruct the spatial distribution of optical properties in heterogeneous media like biological tissues. The light transport through such media is accurately described by the radiative transfer equation in the frequency-domain. The adjoint method is used to efficiently compute the objective function gradient with respect to optical parameters. Numerical tests show that the algorithm is accurate and robust to retrieve simultaneously the absorption µa and scattering µs coefficients for lowly and highly absorbing medium. Moreover, the simultaneous reconstruction of µs and the anisotropy factor g of the Henyey–Greenstein phase function is achieved with a reasonable accuracy. The main novelty in this work is the reconstruction of g which might open the possibility to image this parameter in tissues as an additional contrast agent in optical tomography.</description><identifier>ISSN: 0022-4073</identifier><identifier>EISSN: 1879-1352</identifier><identifier>DOI: 10.1016/j.jqsrt.2017.09.015</identifier><language>eng</language><publisher>Elsevier Ltd</publisher><subject>Adjoint method ; Anisotropy factor ; Computer Science ; Crosstalk problem ; Engineering Sciences ; Image reconstruction ; Mechanics ; Modeling and Simulation ; Optical properties ; Optics ; Photonic ; Radiative transfer equation ; Thermics</subject><ispartof>Journal of quantitative spectroscopy & radiative transfer, 2018-01, Vol.204 (204), p.179-189</ispartof><rights>2017</rights><rights>Distributed under a Creative Commons Attribution 4.0 International License</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c448t-6df42efef21d9c623714662fc330d47ecefa4829761fd345868d8f61af0183d3</citedby><cites>FETCH-LOGICAL-c448t-6df42efef21d9c623714662fc330d47ecefa4829761fd345868d8f61af0183d3</cites><orcidid>0000-0001-6630-059X ; 0000-0001-8110-7210</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://www.sciencedirect.com/science/article/pii/S0022407317303242$$EHTML$$P50$$Gelsevier$$H</linktohtml><link.rule.ids>230,314,776,780,881,3537,4010,27902,27903,27904,65309</link.rule.ids><backlink>$$Uhttps://hal.science/hal-01610131$$DView record in HAL$$Hfree_for_read</backlink></links><search><creatorcontrib>Addoum, Ahmad</creatorcontrib><creatorcontrib>Farges, Olivier</creatorcontrib><creatorcontrib>Asllanaj, Fatmir</creatorcontrib><title>Optical properties reconstruction using the adjoint method based on the radiative transfer equation</title><title>Journal of quantitative spectroscopy & radiative transfer</title><description>•We reconstruct the optical properties (µa, µs and g) within a gradient-based algorithm.•The gradient is efficiently computed by the RTE adjoint method.•The simultaneous reconstruction of µa and µs is examined with crosstalk problem.•The g factor is accurately reconstructed as a new optical contrast agent.•The simultaneous reconstruction of µs and g is achieved with reasonable accuracy.
An efficient algorithm is proposed to reconstruct the spatial distribution of optical properties in heterogeneous media like biological tissues. The light transport through such media is accurately described by the radiative transfer equation in the frequency-domain. The adjoint method is used to efficiently compute the objective function gradient with respect to optical parameters. Numerical tests show that the algorithm is accurate and robust to retrieve simultaneously the absorption µa and scattering µs coefficients for lowly and highly absorbing medium. Moreover, the simultaneous reconstruction of µs and the anisotropy factor g of the Henyey–Greenstein phase function is achieved with a reasonable accuracy. The main novelty in this work is the reconstruction of g which might open the possibility to image this parameter in tissues as an additional contrast agent in optical tomography.</description><subject>Adjoint method</subject><subject>Anisotropy factor</subject><subject>Computer Science</subject><subject>Crosstalk problem</subject><subject>Engineering Sciences</subject><subject>Image reconstruction</subject><subject>Mechanics</subject><subject>Modeling and Simulation</subject><subject>Optical properties</subject><subject>Optics</subject><subject>Photonic</subject><subject>Radiative transfer equation</subject><subject>Thermics</subject><issn>0022-4073</issn><issn>1879-1352</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2018</creationdate><recordtype>article</recordtype><recordid>eNp9kD1PwzAQhi0EEqXwC1i8MiT4K04yMFQVX1KlLt0tY5-pozZJbbcS_x6HIkamk-7e55XuQeiekpISKh-7sjvEkEpGaF2StiS0ukAz2tRtQXnFLtGMEMYKQWp-jW5i7AghnFM5Q2Y9Jm_0Do9hGCEkDxEHMEMfUzia5IceH6PvP3HaAta2G3yf8B7SdrD4Q0ewOCemW9DW6-RPgFPQfXQQMByOemq4RVdO7yLc_c452rw8b5ZvxWr9-r5crAojRJMKaZ1g4MAxalsjGa-pkJI5wzmxogYDTouGtbWkznJRNbKxjZNUO0IbbvkcPZxrt3qnxuD3OnypQXv1tlipaZdNZVucnmjO8nPWhCHGAO4PoERNSlWnfpSqSakibYarTD2dKchfnDwEFY2H3oD12VlSdvD_8t82KoJz</recordid><startdate>201801</startdate><enddate>201801</enddate><creator>Addoum, Ahmad</creator><creator>Farges, Olivier</creator><creator>Asllanaj, Fatmir</creator><general>Elsevier Ltd</general><general>Elsevier</general><scope>AAYXX</scope><scope>CITATION</scope><scope>1XC</scope><scope>VOOES</scope><orcidid>https://orcid.org/0000-0001-6630-059X</orcidid><orcidid>https://orcid.org/0000-0001-8110-7210</orcidid></search><sort><creationdate>201801</creationdate><title>Optical properties reconstruction using the adjoint method based on the radiative transfer equation</title><author>Addoum, Ahmad ; Farges, Olivier ; Asllanaj, Fatmir</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c448t-6df42efef21d9c623714662fc330d47ecefa4829761fd345868d8f61af0183d3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2018</creationdate><topic>Adjoint method</topic><topic>Anisotropy factor</topic><topic>Computer Science</topic><topic>Crosstalk problem</topic><topic>Engineering Sciences</topic><topic>Image reconstruction</topic><topic>Mechanics</topic><topic>Modeling and Simulation</topic><topic>Optical properties</topic><topic>Optics</topic><topic>Photonic</topic><topic>Radiative transfer equation</topic><topic>Thermics</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Addoum, Ahmad</creatorcontrib><creatorcontrib>Farges, Olivier</creatorcontrib><creatorcontrib>Asllanaj, Fatmir</creatorcontrib><collection>CrossRef</collection><collection>Hyper Article en Ligne (HAL)</collection><collection>Hyper Article en Ligne (HAL) (Open Access)</collection><jtitle>Journal of quantitative spectroscopy & radiative transfer</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Addoum, Ahmad</au><au>Farges, Olivier</au><au>Asllanaj, Fatmir</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Optical properties reconstruction using the adjoint method based on the radiative transfer equation</atitle><jtitle>Journal of quantitative spectroscopy & radiative transfer</jtitle><date>2018-01</date><risdate>2018</risdate><volume>204</volume><issue>204</issue><spage>179</spage><epage>189</epage><pages>179-189</pages><issn>0022-4073</issn><eissn>1879-1352</eissn><abstract>•We reconstruct the optical properties (µa, µs and g) within a gradient-based algorithm.•The gradient is efficiently computed by the RTE adjoint method.•The simultaneous reconstruction of µa and µs is examined with crosstalk problem.•The g factor is accurately reconstructed as a new optical contrast agent.•The simultaneous reconstruction of µs and g is achieved with reasonable accuracy.
An efficient algorithm is proposed to reconstruct the spatial distribution of optical properties in heterogeneous media like biological tissues. The light transport through such media is accurately described by the radiative transfer equation in the frequency-domain. The adjoint method is used to efficiently compute the objective function gradient with respect to optical parameters. Numerical tests show that the algorithm is accurate and robust to retrieve simultaneously the absorption µa and scattering µs coefficients for lowly and highly absorbing medium. Moreover, the simultaneous reconstruction of µs and the anisotropy factor g of the Henyey–Greenstein phase function is achieved with a reasonable accuracy. The main novelty in this work is the reconstruction of g which might open the possibility to image this parameter in tissues as an additional contrast agent in optical tomography.</abstract><pub>Elsevier Ltd</pub><doi>10.1016/j.jqsrt.2017.09.015</doi><tpages>11</tpages><orcidid>https://orcid.org/0000-0001-6630-059X</orcidid><orcidid>https://orcid.org/0000-0001-8110-7210</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Adjoint method Anisotropy factor Computer Science Crosstalk problem Engineering Sciences Image reconstruction Mechanics Modeling and Simulation Optical properties Optics Photonic Radiative transfer equation Thermics |
title | Optical properties reconstruction using the adjoint method based on the radiative transfer equation |
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