{"id":"https://openalex.org/W2805624612","doi":"https://doi.org/10.1109/access.2018.2843725","title":"MultiDIC: An Open-Source Toolbox for Multi-View 3D Digital Image Correlation","display_name":"MultiDIC: An Open-Source Toolbox for Multi-View 3D Digital Image Correlation","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2805624612","doi":"https://doi.org/10.1109/access.2018.2843725","mag":"2805624612"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2843725","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2843725","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2843725","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101593509","display_name":"Dana Solav","orcid":"https://orcid.org/0000-0003-3215-0401"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Dana Solav","raw_affiliation_strings":["MIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0003-3215-0401","affiliations":[{"raw_affiliation_string":"MIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029761706","display_name":"Kevin M. Moerman","orcid":"https://orcid.org/0000-0003-3768-4269"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kevin M. Moerman","raw_affiliation_strings":["MIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":"https://orcid.org/0000-0003-3768-4269","affiliations":[{"raw_affiliation_string":"MIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043860087","display_name":"Aaron M. Jaeger","orcid":"https://orcid.org/0000-0001-9163-8939"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Aaron M. Jaeger","raw_affiliation_strings":["MIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062870838","display_name":"Katia Genovese","orcid":"https://orcid.org/0000-0002-3224-0944"},"institutions":[{"id":"https://openalex.org/I20272500","display_name":"University of Basilicata","ror":"https://ror.org/03tc05689","country_code":"IT","type":"education","lineage":["https://openalex.org/I20272500"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Katia Genovese","raw_affiliation_strings":["School of Engineering, University of Basilicata, Potenza, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Engineering, University of Basilicata, Potenza, Italy","institution_ids":["https://openalex.org/I20272500"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045501312","display_name":"Hugh Herr","orcid":"https://orcid.org/0000-0003-3169-1011"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hugh M. Herr","raw_affiliation_strings":["MIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MIT Media Lab, Massachusetts Institute of Technology, Cambridge, MA, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":5.6159,"has_fulltext":false,"cited_by_count":222,"citation_normalized_percentile":{"value":0.97039304,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"6","issue":null,"first_page":"30520","last_page":"30535"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10638","display_name":"Optical measurement and interference techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10638","display_name":"Optical measurement and interference techniques","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11569","display_name":"Optical Coherence Tomography Applications","score":0.9896000027656555,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8051809072494507},{"id":"https://openalex.org/keywords/digital-image-correlation","display_name":"Digital image correlation","score":0.7066045999526978},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.607046365737915},{"id":"https://openalex.org/keywords/polygon-mesh","display_name":"Polygon mesh","score":0.6000213027000427},{"id":"https://openalex.org/keywords/matlab","display_name":"MATLAB","score":0.5876394510269165},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4962161183357239},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.47528138756752014},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44424617290496826},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.406291127204895},{"id":"https://openalex.org/keywords/computational-science","display_name":"Computational science","score":0.36258429288864136},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.0964590311050415}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8051809072494507},{"id":"https://openalex.org/C115635565","wikidata":"https://www.wikidata.org/wiki/Q860900","display_name":"Digital image correlation","level":2,"score":0.7066045999526978},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.607046365737915},{"id":"https://openalex.org/C31487907","wikidata":"https://www.wikidata.org/wiki/Q1154597","display_name":"Polygon mesh","level":2,"score":0.6000213027000427},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.5876394510269165},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4962161183357239},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.47528138756752014},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44424617290496826},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.406291127204895},{"id":"https://openalex.org/C459310","wikidata":"https://www.wikidata.org/wiki/Q117801","display_name":"Computational science","level":1,"score":0.36258429288864136},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0964590311050415},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1109/access.2018.2843725","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2843725","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:489e28e86ce94176a1717d095fb9d9fa","is_oa":true,"landing_page_url":"https://doaj.org/article/489e28e86ce94176a1717d095fb9d9fa","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 30520-30535 (2018)","raw_type":"article"},{"id":"pmh:oai:dspace.mit.edu:1721.1/135821","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/135821","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE","raw_type":"Article"},{"id":"pmh:oai:iris.unibas.it:11563/134256","is_oa":true,"landing_page_url":"http://hdl.handle.net/11563/134256","pdf_url":null,"source":{"id":"https://openalex.org/S4377196360","display_name":"CINECA IRIS Institutional Research Information System (University of Basilicata)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I20272500","host_organization_name":"University of Basilicata","host_organization_lineage":["https://openalex.org/I20272500"],"host_organization_lineage_names":[],"type":"repository"},"license":"public-domain","license_id":"https://openalex.org/licenses/public-domain","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:share.osf.io:46079-3B8-E40","is_oa":false,"landing_page_url":"http://doi.org/10.1109/ACCESS.2018.2843725","pdf_url":null,"source":{"id":"https://openalex.org/S4306401210","display_name":"EngrXiv (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"},{"id":"pmh:oai:share.osf.io:46246-055-398","is_oa":false,"landing_page_url":"http://api.osf.io/v2/nodes/fb7mr/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401127","display_name":"OSF Preprints (OSF Preprints)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2799848540","host_organization_name":"Center for Open Science","host_organization_lineage":["https://openalex.org/I2799848540"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"project"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2843725","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2843725","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W1024839615","https://openalex.org/W1506828842","https://openalex.org/W1580750110","https://openalex.org/W1583064817","https://openalex.org/W1597786885","https://openalex.org/W1649015583","https://openalex.org/W1970848807","https://openalex.org/W1977272108","https://openalex.org/W1978188492","https://openalex.org/W1980169031","https://openalex.org/W1998928873","https://openalex.org/W2008985174","https://openalex.org/W2028310195","https://openalex.org/W2035379092","https://openalex.org/W2041464047","https://openalex.org/W2044116743","https://openalex.org/W2049676469","https://openalex.org/W2053410274","https://openalex.org/W2058434572","https://openalex.org/W2059189991","https://openalex.org/W2075124987","https://openalex.org/W2077295915","https://openalex.org/W2081887802","https://openalex.org/W2088855973","https://openalex.org/W2089137018","https://openalex.org/W2090684993","https://openalex.org/W2112731915","https://openalex.org/W2112732289","https://openalex.org/W2113190056","https://openalex.org/W2117312861","https://openalex.org/W2118504707","https://openalex.org/W2124313187","https://openalex.org/W2150668185","https://openalex.org/W2153906082","https://openalex.org/W2167667767","https://openalex.org/W2168748348","https://openalex.org/W2226468791","https://openalex.org/W2260478087","https://openalex.org/W2272979821","https://openalex.org/W2274062209","https://openalex.org/W2306487038","https://openalex.org/W2326802892","https://openalex.org/W2382006452","https://openalex.org/W2415195522","https://openalex.org/W2493958479","https://openalex.org/W2531394519","https://openalex.org/W2563912977","https://openalex.org/W2563998125","https://openalex.org/W2607628433","https://openalex.org/W2731234976","https://openalex.org/W2771902404","https://openalex.org/W2772507395","https://openalex.org/W2774238390","https://openalex.org/W2778153784","https://openalex.org/W2790734544","https://openalex.org/W2792775903","https://openalex.org/W2794098375","https://openalex.org/W3014569062","https://openalex.org/W4229489487","https://openalex.org/W4256585901","https://openalex.org/W4256599460","https://openalex.org/W4285719527","https://openalex.org/W6630507170"],"related_works":["https://openalex.org/W1557607869","https://openalex.org/W2980163522","https://openalex.org/W4226047925","https://openalex.org/W4405127631","https://openalex.org/W4388257798","https://openalex.org/W3183639206","https://openalex.org/W2044628889","https://openalex.org/W2365659824","https://openalex.org/W1486009489","https://openalex.org/W2568266861"],"abstract_inverted_index":{"Three-dimensional":[0],"Digital":[1],"Image":[2],"Correlation":[3],"(3D-DIC)":[4],"is":[5,69,194],"a":[6,197,202,215,233],"non-contact":[7],"optical-numerical":[8],"technique":[9],"for":[10,65,167],"evaluating":[11],"the":[12,17,53,87,110,174,180,185,229,253],"dynamic":[13,111],"mechanical":[14],"behavior":[15,112],"at":[16,41],"surface":[18],"of":[19,113,192,214,228,232,255],"structures":[20],"and":[21,33,36,48,62,129,132,136,140,183,208,226,242,245,251],"materials,":[22],"including":[23],"biological":[24],"tissues.":[25],"3D-DIC":[26,50,56,89,148],"can":[27,247],"be":[28,248],"used":[29],"to":[30,93,108,122,130,146,163,222],"extract":[31],"shape":[32,135],"full-field":[34,137],"displacements":[35],"strains":[37,246],"with":[38,103,152,218],"high":[39],"resolution,":[40],"various":[42,46],"length":[43],"scales.":[44],"While":[45],"commercial":[47],"academic":[49],"software":[51,90,102,207],"exist,":[52],"field":[54],"lacks":[55],"packages":[57],"which":[58,68],"offer":[59],"straightforward":[60],"calibration":[61,106],"data-merging":[63],"solutions":[64],"multi-view":[66,94,177,258],"analysis,":[67],"particularly":[70],"desirable":[71],"in":[72,188,257],"biomedical":[73,260],"applications.":[74,261],"To":[75],"address":[76],"these":[77],"limitations,":[78],"we":[79],"present":[80],"MultiDIC,":[81],"an":[82],"open-source":[83],"MATLAB":[84,153,161],"toolbox,":[85],"featuring":[86,201],"first":[88],"specifically":[91],"dedicated":[92],"setups.":[95],"MultiDIC":[96,118,193,256],"integrates":[97],"robust":[98],"two-dimensional":[99],"subset-based":[100],"DIC":[101],"specially":[104],"tailored":[105],"procedures,":[107],"reconstruct":[109],"surfaces":[114],"from":[115,126],"multiple":[116,127],"stereo-pairs.":[117],"contains":[119],"novel":[120],"algorithms":[121,186],"automatically":[123],"merge":[124],"meshes":[125],"stereopairs,":[128],"compute":[131],"visualize":[133],"3D":[134],"motion,":[138,241],"deformation,":[139],"strain.":[141],"User":[142],"interfaces":[143],"provide":[144],"capabilities":[145],"perform":[147],"analyses":[149],"without":[150],"interacting":[151],"syntax,":[154],"while":[155],"standalone":[156],"functions":[157],"also":[158],"allow":[159],"proficient":[160],"users":[162],"write":[164],"custom":[165],"scripts":[166],"specific":[168],"experimental":[169,199],"requirements.":[170],"This":[171],"paper":[172],"discusses":[173],"challenges":[175],"underlying":[176],"3D-DIC,":[178],"details":[179],"proposed":[181],"solutions,":[182],"describes":[184],"implemented":[187],"MultiDIC.":[189],"The":[190,206,236],"performance":[191],"tested":[195],"using":[196,212],"low-cost":[198],"system":[200,209],"360\u00b0":[203],"12-camera":[204],"setup.":[205],"are":[210],"evaluated":[211],"measurement":[213,227],"cylindrical":[216],"object":[217],"known":[219],"geometry":[220],"subjected":[221],"rigid":[223],"body":[224],"motion":[225],"lower":[230],"limb":[231],"human":[234],"subject.":[235],"findings":[237],"confirm":[238],"that":[239],"shape,":[240],"fullfield":[243],"deformations":[244],"accurately":[249],"measured,":[250],"demonstrate":[252],"feasibility":[254],"in-vivo":[259]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":42},{"year":2024,"cited_by_count":51},{"year":2023,"cited_by_count":31},{"year":2022,"cited_by_count":34},{"year":2021,"cited_by_count":25},{"year":2020,"cited_by_count":18},{"year":2019,"cited_by_count":11}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}