{"id":"https://openalex.org/W2546715677","doi":"https://doi.org/10.1155/2016/7103039","title":"A Review of Machine Vision-Based Structural Health Monitoring: Methodologies and Applications","display_name":"A Review of Machine Vision-Based Structural Health Monitoring: Methodologies and Applications","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2546715677","doi":"https://doi.org/10.1155/2016/7103039","mag":"2546715677"},"language":"en","primary_location":{"id":"doi:10.1155/2016/7103039","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/7103039","pdf_url":"http://downloads.hindawi.com/journals/js/2016/7103039.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensors","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"http://downloads.hindawi.com/journals/js/2016/7103039.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016148902","display_name":"Xiao\u2010Wei Ye","orcid":"https://orcid.org/0000-0003-0012-5842"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"X. W. Ye","raw_affiliation_strings":["Department of Civil Engineering, Zhejiang University, Hangzhou 310058, China"],"raw_orcid":"https://orcid.org/0000-0003-0012-5842","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Zhejiang University, Hangzhou 310058, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001482421","display_name":"Chuan\u2010Zhi Dong","orcid":"https://orcid.org/0000-0001-6010-2859"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"C. Z. Dong","raw_affiliation_strings":["Department of Civil Engineering, Zhejiang University, Hangzhou 310058, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Zhejiang University, Hangzhou 310058, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5071678344","display_name":"T. Liu","orcid":"https://orcid.org/0000-0002-4713-7499"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"T. Liu","raw_affiliation_strings":["Department of Civil Engineering, Zhejiang University, Hangzhou 310058, China"],"raw_orcid":"https://orcid.org/0000-0002-4713-7499","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Zhejiang University, Hangzhou 310058, China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5016148902"],"corresponding_institution_ids":["https://openalex.org/I76130692"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100},"fwci":13.311,"has_fulltext":true,"cited_by_count":181,"citation_normalized_percentile":{"value":0.99077582,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"2016","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10638","display_name":"Optical measurement and interference techniques","score":0.9929999709129333,"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/T11856","display_name":"Thermography and Photoacoustic Techniques","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/structural-health-monitoring","display_name":"Structural health monitoring","score":0.8174638152122498},{"id":"https://openalex.org/keywords/machine-vision","display_name":"Machine vision","score":0.46435168385505676},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4551151394844055},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4547840356826782},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.43450653553009033},{"id":"https://openalex.org/keywords/displacement","display_name":"Displacement (psychology)","score":0.4290134906768799},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.42852485179901123},{"id":"https://openalex.org/keywords/rotation","display_name":"Rotation (mathematics)","score":0.4156336188316345},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3525265157222748},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.3458544611930847},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.18759268522262573},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.15102964639663696}],"concepts":[{"id":"https://openalex.org/C2776247918","wikidata":"https://www.wikidata.org/wiki/Q1423713","display_name":"Structural health monitoring","level":2,"score":0.8174638152122498},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.46435168385505676},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4551151394844055},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4547840356826782},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.43450653553009033},{"id":"https://openalex.org/C107551265","wikidata":"https://www.wikidata.org/wiki/Q1458245","display_name":"Displacement (psychology)","level":2,"score":0.4290134906768799},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.42852485179901123},{"id":"https://openalex.org/C74050887","wikidata":"https://www.wikidata.org/wiki/Q848368","display_name":"Rotation (mathematics)","level":2,"score":0.4156336188316345},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3525265157222748},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.3458544611930847},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.18759268522262573},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.15102964639663696},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2016/7103039","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/7103039","pdf_url":"http://downloads.hindawi.com/journals/js/2016/7103039.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensors","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:c180c697372c41c8b53cbda5d2031f71","is_oa":false,"landing_page_url":"https://doaj.org/article/c180c697372c41c8b53cbda5d2031f71","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Sensors, Vol 2016 (2016)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2016/7103039","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/7103039","pdf_url":"http://downloads.hindawi.com/journals/js/2016/7103039.pdf","source":{"id":"https://openalex.org/S96783963","display_name":"Journal of Sensors","issn_l":"1687-725X","issn":["1687-725X","1687-7268"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3297940384","display_name":null,"funder_award_id":"20130101120080","funder_id":"https://openalex.org/F4320336024","funder_display_name":"Specialized Research Fund for the Doctoral Program of Higher Education of China"},{"id":"https://openalex.org/G373043798","display_name":null,"funder_award_id":"51308493","funder_id":"https://openalex.org/F4320336024","funder_display_name":"Specialized Research Fund for the Doctoral Program of Higher Education of China"},{"id":"https://openalex.org/G414689970","display_name":null,"funder_award_id":"51308493","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5194115385","display_name":null,"funder_award_id":"20130101120080","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336024","display_name":"Specialized Research Fund for the Doctoral Program of Higher Education of China","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2546715677.pdf","grobid_xml":"https://content.openalex.org/works/W2546715677.grobid-xml"},"referenced_works_count":143,"referenced_works":["https://openalex.org/W1011102521","https://openalex.org/W1111604360","https://openalex.org/W1172216377","https://openalex.org/W1221860933","https://openalex.org/W1491919713","https://openalex.org/W1504871895","https://openalex.org/W1559484776","https://openalex.org/W1567121977","https://openalex.org/W1637731468","https://openalex.org/W1806423741","https://openalex.org/W1908975605","https://openalex.org/W1909086877","https://openalex.org/W1919204878","https://openalex.org/W1925211094","https://openalex.org/W1963851088","https://openalex.org/W1964595238","https://openalex.org/W1972926759","https://openalex.org/W1973859761","https://openalex.org/W1975831815","https://openalex.org/W1977186894","https://openalex.org/W1977419692","https://openalex.org/W1977919957","https://openalex.org/W1978116116","https://openalex.org/W1979716730","https://openalex.org/W1980492672","https://openalex.org/W1980958833","https://openalex.org/W1981052032","https://openalex.org/W1983020682","https://openalex.org/W1984688826","https://openalex.org/W1984772209","https://openalex.org/W1986987566","https://openalex.org/W1989624160","https://openalex.org/W1990055449","https://openalex.org/W1990725542","https://openalex.org/W1991692264","https://openalex.org/W1992181517","https://openalex.org/W1995315025","https://openalex.org/W1995550639","https://openalex.org/W1998110669","https://openalex.org/W1998251723","https://openalex.org/W1999135317","https://openalex.org/W2000995648","https://openalex.org/W2003196796","https://openalex.org/W2005082767","https://openalex.org/W2006044643","https://openalex.org/W2006766611","https://openalex.org/W2009182540","https://openalex.org/W2011520966","https://openalex.org/W2012933977","https://openalex.org/W2013642954","https://openalex.org/W2017147486","https://openalex.org/W2019284792","https://openalex.org/W2020085751","https://openalex.org/W2026765412","https://openalex.org/W2028920277","https://openalex.org/W2029805724","https://openalex.org/W2030726574","https://openalex.org/W2031654445","https://openalex.org/W2032026341","https://openalex.org/W2032168072","https://openalex.org/W2032384563","https://openalex.org/W2033928737","https://openalex.org/W2039503193","https://openalex.org/W2041402048","https://openalex.org/W2047128077","https://openalex.org/W2048001377","https://openalex.org/W2048952399","https://openalex.org/W2051472467","https://openalex.org/W2056357968","https://openalex.org/W2057311804","https://openalex.org/W2060451222","https://openalex.org/W2064242213","https://openalex.org/W2064510059","https://openalex.org/W2065259938","https://openalex.org/W2065569664","https://openalex.org/W2067832280","https://openalex.org/W2069134859","https://openalex.org/W2072561833","https://openalex.org/W2074294963","https://openalex.org/W2077095308","https://openalex.org/W2078512023","https://openalex.org/W2079577896","https://openalex.org/W2081286997","https://openalex.org/W2082359052","https://openalex.org/W2082574042","https://openalex.org/W2083660831","https://openalex.org/W2083817567","https://openalex.org/W2085477122","https://openalex.org/W2085723536","https://openalex.org/W2086243709","https://openalex.org/W2087356012","https://openalex.org/W2087904361","https://openalex.org/W2088707699","https://openalex.org/W2090365524","https://openalex.org/W2090469993","https://openalex.org/W2090994319","https://openalex.org/W2091237583","https://openalex.org/W2094512035","https://openalex.org/W2095157569","https://openalex.org/W2095359136","https://openalex.org/W2095564056","https://openalex.org/W2098184065","https://openalex.org/W2099207801","https://openalex.org/W2100076348","https://openalex.org/W2100900738","https://openalex.org/W2107788734","https://openalex.org/W2111574906","https://openalex.org/W2113824684","https://openalex.org/W2115635174","https://openalex.org/W2116912605","https://openalex.org/W2122535260","https://openalex.org/W2126052502","https://openalex.org/W2127434156","https://openalex.org/W2128880484","https://openalex.org/W2140907716","https://openalex.org/W2141500722","https://openalex.org/W2144070725","https://openalex.org/W2146290491","https://openalex.org/W2146759800","https://openalex.org/W2146962689","https://openalex.org/W2147843748","https://openalex.org/W2148587649","https://openalex.org/W2149713742","https://openalex.org/W2149989679","https://openalex.org/W2152765586","https://openalex.org/W2155668846","https://openalex.org/W2159090869","https://openalex.org/W2163082197","https://openalex.org/W2163320540","https://openalex.org/W2164945628","https://openalex.org/W2166509751","https://openalex.org/W2167087986","https://openalex.org/W2168884337","https://openalex.org/W2169659806","https://openalex.org/W2267680422","https://openalex.org/W2285267669","https://openalex.org/W2289154223","https://openalex.org/W2332885174","https://openalex.org/W2425802900","https://openalex.org/W2435864801","https://openalex.org/W2473270651","https://openalex.org/W2518741115","https://openalex.org/W4236979606"],"related_works":["https://openalex.org/W317572049","https://openalex.org/W2017621034","https://openalex.org/W49622843","https://openalex.org/W2772836553","https://openalex.org/W2787341579","https://openalex.org/W2193564034","https://openalex.org/W2169048283","https://openalex.org/W2021881947","https://openalex.org/W645702113","https://openalex.org/W2966720155"],"abstract_inverted_index":{"In":[0],"the":[1,16,24,79,85,106,113],"past":[2],"two":[3],"decades,":[4],"a":[5,103],"significant":[6],"number":[7],"of":[8,26,57,95,105,112],"innovative":[9],"sensing":[10,133],"and":[11,50,52,63,91,109,128],"monitoring":[12,29,120],"systems":[13],"based":[14],"on":[15],"machine":[17,58,114],"vision-based":[18,59,115],"technology":[19,32,116],"have":[20,68],"been":[21,69],"exploited":[22],"in":[23,118],"field":[25],"structural":[27,60,64,80,119],"health":[28],"(SHM).":[30],"This":[31],"has":[33],"some":[34],"inherent":[35],"distinctive":[36],"advantages":[37],"such":[38,83],"as":[39,84,121,123],"noncontact,":[40],"nondestructive,":[41],"long":[42],"distance,":[43],"high":[44],"precision,":[45],"immunity":[46],"to":[47,77,101],"electromagnetic":[48],"interference,":[49],"large-range":[51],"multiple-target":[53],"monitoring.":[54],"A":[55],"lot":[56],"dynamic":[61],"measurement":[62],"state":[65],"inspection":[66],"methods":[67],"proposed.":[70],"Real-world":[71],"applications":[72,111],"are":[73],"also":[74],"carried":[75],"out":[76],"measure":[78],"physical":[81],"parameters":[82],"displacement,":[86],"strain/stress,":[87],"rotation,":[88],"vibration,":[89],"crack,":[90],"spalling.":[92],"The":[93],"purpose":[94],"this":[96],"review":[97],"article":[98],"is":[99],"devoted":[100],"presenting":[102],"summary":[104],"basic":[107],"theories":[108],"practical":[110],"employed":[117],"well":[122],"its":[124],"systematic":[125],"error":[126],"sources":[127],"integration":[129],"with":[130],"other":[131],"modern":[132],"techniques.":[134]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":20},{"year":2023,"cited_by_count":24},{"year":2022,"cited_by_count":30},{"year":2021,"cited_by_count":28},{"year":2020,"cited_by_count":26},{"year":2019,"cited_by_count":18},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":7}],"updated_date":"2026-05-08T15:41:06.802602","created_date":"2025-10-10T00:00:00"}
