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Enhancement of synthetic schlieren image resolution using total variation optical flow: application to thermal experiments in a Hele-Shaw cell
We present an improvement to the standard synthetic schlieren technique to obtain the temperature distribution of a fluid inside of a Hele-Shaw cell. We aim to use the total variation L 1 -norm optical flow method to treat experimental images and to obtain quantitative results of the development of...
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Published in: | Experiments in fluids 2016-02, Vol.57 (2), Article 18 |
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container_title | Experiments in fluids |
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creator | Letelier, Juvenal A. Herrera, Paulo Mujica, Nicolás Ortega, Jaime H. |
description | We present an improvement to the standard synthetic schlieren technique to obtain the temperature distribution of a fluid inside of a Hele-Shaw cell. We aim to use the total variation
L
1
-norm optical flow method to treat experimental images and to obtain quantitative results of the development of thermal convection inside a cell, by detecting the gradients of the optical refractive index. We present a simple algorithm to set the optical flow parameters, which is based on the comparison between the optical flow output and the result obtained by digital PIV using the structural index metric. As an example of the application of the proposed method, we analyze laboratory experiments of thermal convection in porous media using a Hele-Shaw cell. We demonstrate that the application of the proposed method produces important improvements versus digital PIV, for the quantification of the gradients of the refractive index including the detection of small-scale convective structures. In comparison with correlation-based digital methods, we demonstrate the advantages of the proposed method, such as denoising and edge capture. These features allow us to obtain the temperature, for this experimental setting, with better image resolution than other techniques reported in the literature. |
doi_str_mv | 10.1007/s00348-015-2109-1 |
format | article |
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L
1
-norm optical flow method to treat experimental images and to obtain quantitative results of the development of thermal convection inside a cell, by detecting the gradients of the optical refractive index. We present a simple algorithm to set the optical flow parameters, which is based on the comparison between the optical flow output and the result obtained by digital PIV using the structural index metric. As an example of the application of the proposed method, we analyze laboratory experiments of thermal convection in porous media using a Hele-Shaw cell. We demonstrate that the application of the proposed method produces important improvements versus digital PIV, for the quantification of the gradients of the refractive index including the detection of small-scale convective structures. In comparison with correlation-based digital methods, we demonstrate the advantages of the proposed method, such as denoising and edge capture. These features allow us to obtain the temperature, for this experimental setting, with better image resolution than other techniques reported in the literature.</description><identifier>ISSN: 0723-4864</identifier><identifier>EISSN: 1432-1114</identifier><identifier>DOI: 10.1007/s00348-015-2109-1</identifier><language>eng</language><publisher>Berlin/Heidelberg: Springer Berlin Heidelberg</publisher><subject>Engineering ; Engineering Fluid Dynamics ; Engineering Thermodynamics ; Fluid- and Aerodynamics ; Heat and Mass Transfer ; Research Article</subject><ispartof>Experiments in fluids, 2016-02, Vol.57 (2), Article 18</ispartof><rights>Springer-Verlag Berlin Heidelberg 2016</rights><lds50>peer_reviewed</lds50><woscitedreferencessubscribed>false</woscitedreferencessubscribed><citedby>FETCH-LOGICAL-c288t-56a5020b0386342d67f3268573bbe907ff18e06a9e0f1769108efd17642a1c6c3</citedby><cites>FETCH-LOGICAL-c288t-56a5020b0386342d67f3268573bbe907ff18e06a9e0f1769108efd17642a1c6c3</cites></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><link.rule.ids>314,780,784,27924,27925</link.rule.ids></links><search><creatorcontrib>Letelier, Juvenal A.</creatorcontrib><creatorcontrib>Herrera, Paulo</creatorcontrib><creatorcontrib>Mujica, Nicolás</creatorcontrib><creatorcontrib>Ortega, Jaime H.</creatorcontrib><title>Enhancement of synthetic schlieren image resolution using total variation optical flow: application to thermal experiments in a Hele-Shaw cell</title><title>Experiments in fluids</title><addtitle>Exp Fluids</addtitle><description>We present an improvement to the standard synthetic schlieren technique to obtain the temperature distribution of a fluid inside of a Hele-Shaw cell. We aim to use the total variation
L
1
-norm optical flow method to treat experimental images and to obtain quantitative results of the development of thermal convection inside a cell, by detecting the gradients of the optical refractive index. We present a simple algorithm to set the optical flow parameters, which is based on the comparison between the optical flow output and the result obtained by digital PIV using the structural index metric. As an example of the application of the proposed method, we analyze laboratory experiments of thermal convection in porous media using a Hele-Shaw cell. We demonstrate that the application of the proposed method produces important improvements versus digital PIV, for the quantification of the gradients of the refractive index including the detection of small-scale convective structures. In comparison with correlation-based digital methods, we demonstrate the advantages of the proposed method, such as denoising and edge capture. These features allow us to obtain the temperature, for this experimental setting, with better image resolution than other techniques reported in the literature.</description><subject>Engineering</subject><subject>Engineering Fluid Dynamics</subject><subject>Engineering Thermodynamics</subject><subject>Fluid- and Aerodynamics</subject><subject>Heat and Mass Transfer</subject><subject>Research Article</subject><issn>0723-4864</issn><issn>1432-1114</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2016</creationdate><recordtype>article</recordtype><recordid>eNp9UEtOwzAUtBBIlMIB2PkChmcncRx2qCoUqRILYB257nObyrUjO6VwCc6M27Jm9X4z80ZDyC2HOw5Q3yeAolQMeMUEh4bxMzLiZSEY57w8JyOoRcFKJctLcpXSBjKwATUiP1O_1t7gFv1Ag6Xp2w9rHDpDk1m7DiN62m31CmnEFNxu6IKnu9T5FR3CoB391LHTx23oMy1vrAv7B6r73uXxeBkCzaJxm4_41WPsDt8S7TzVdIYO2dta76lB567JhdUu4c1fHZOPp-n7ZMbmr88vk8c5M0KpgVVSVyBgAYWSRSmWsraFkKqqi8UCG6it5QpB6gbB8lo2HBTaZe5KobmRphgTftI1MaQU0bZ9dqXjd8uhPQTangJtc07tIdCWZ444cVLG-hXGdhN20Web_5B-ARbne2Q</recordid><startdate>20160201</startdate><enddate>20160201</enddate><creator>Letelier, Juvenal A.</creator><creator>Herrera, Paulo</creator><creator>Mujica, Nicolás</creator><creator>Ortega, Jaime H.</creator><general>Springer Berlin Heidelberg</general><scope>AAYXX</scope><scope>CITATION</scope></search><sort><creationdate>20160201</creationdate><title>Enhancement of synthetic schlieren image resolution using total variation optical flow: application to thermal experiments in a Hele-Shaw cell</title><author>Letelier, Juvenal A. ; Herrera, Paulo ; Mujica, Nicolás ; Ortega, Jaime H.</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c288t-56a5020b0386342d67f3268573bbe907ff18e06a9e0f1769108efd17642a1c6c3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2016</creationdate><topic>Engineering</topic><topic>Engineering Fluid Dynamics</topic><topic>Engineering Thermodynamics</topic><topic>Fluid- and Aerodynamics</topic><topic>Heat and Mass Transfer</topic><topic>Research Article</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Letelier, Juvenal A.</creatorcontrib><creatorcontrib>Herrera, Paulo</creatorcontrib><creatorcontrib>Mujica, Nicolás</creatorcontrib><creatorcontrib>Ortega, Jaime H.</creatorcontrib><collection>CrossRef</collection><jtitle>Experiments in fluids</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Letelier, Juvenal A.</au><au>Herrera, Paulo</au><au>Mujica, Nicolás</au><au>Ortega, Jaime H.</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Enhancement of synthetic schlieren image resolution using total variation optical flow: application to thermal experiments in a Hele-Shaw cell</atitle><jtitle>Experiments in fluids</jtitle><stitle>Exp Fluids</stitle><date>2016-02-01</date><risdate>2016</risdate><volume>57</volume><issue>2</issue><artnum>18</artnum><issn>0723-4864</issn><eissn>1432-1114</eissn><abstract>We present an improvement to the standard synthetic schlieren technique to obtain the temperature distribution of a fluid inside of a Hele-Shaw cell. We aim to use the total variation
L
1
-norm optical flow method to treat experimental images and to obtain quantitative results of the development of thermal convection inside a cell, by detecting the gradients of the optical refractive index. We present a simple algorithm to set the optical flow parameters, which is based on the comparison between the optical flow output and the result obtained by digital PIV using the structural index metric. As an example of the application of the proposed method, we analyze laboratory experiments of thermal convection in porous media using a Hele-Shaw cell. We demonstrate that the application of the proposed method produces important improvements versus digital PIV, for the quantification of the gradients of the refractive index including the detection of small-scale convective structures. In comparison with correlation-based digital methods, we demonstrate the advantages of the proposed method, such as denoising and edge capture. These features allow us to obtain the temperature, for this experimental setting, with better image resolution than other techniques reported in the literature.</abstract><cop>Berlin/Heidelberg</cop><pub>Springer Berlin Heidelberg</pub><doi>10.1007/s00348-015-2109-1</doi></addata></record> |
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subjects | Engineering Engineering Fluid Dynamics Engineering Thermodynamics Fluid- and Aerodynamics Heat and Mass Transfer Research Article |
title | Enhancement of synthetic schlieren image resolution using total variation optical flow: application to thermal experiments in a Hele-Shaw cell |
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