{"id":"https://openalex.org/W4412431727","doi":"https://doi.org/10.1109/med64031.2025.11073384","title":"Vision-Based Structural Health Monitoring: A Survey*","display_name":"Vision-Based Structural Health Monitoring: A Survey*","publication_year":2025,"publication_date":"2025-06-10","ids":{"openalex":"https://openalex.org/W4412431727","doi":"https://doi.org/10.1109/med64031.2025.11073384"},"language":"en","primary_location":{"id":"doi:10.1109/med64031.2025.11073384","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med64031.2025.11073384","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 33rd Mediterranean Conference on Control and Automation (MED)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-05059891v1/file/conference_vision_based_SHM_survey.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5118183489","display_name":"Hassan Dabaja","orcid":null},"institutions":[{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Hassan Dabaja","raw_affiliation_strings":["Aix Marseille Univ,CNRS, LIS,Marseille,France"],"affiliations":[{"raw_affiliation_string":"Aix Marseille Univ,CNRS, LIS,Marseille,France","institution_ids":["https://openalex.org/I4210114274","https://openalex.org/I1294671590","https://openalex.org/I21491767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048673395","display_name":"Hassan Noura","orcid":"https://orcid.org/0000-0002-2589-5053"},"institutions":[{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hassan Noura","raw_affiliation_strings":["Aix Marseille Univ,CNRS, LIS,Marseille,France"],"affiliations":[{"raw_affiliation_string":"Aix Marseille Univ,CNRS, LIS,Marseille,France","institution_ids":["https://openalex.org/I4210114274","https://openalex.org/I1294671590","https://openalex.org/I21491767"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110160381","display_name":"Mustapha Ouladsine","orcid":null},"institutions":[{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I4210114274","display_name":"Laboratoire d\u2019Informatique et Syst\u00e8mes","ror":"https://ror.org/0257sgk90","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I143002897","https://openalex.org/I21491767","https://openalex.org/I4210114274"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mustapha Ouladsine","raw_affiliation_strings":["Aix Marseille Univ,CNRS, LIS,Marseille,France"],"affiliations":[{"raw_affiliation_string":"Aix Marseille Univ,CNRS, LIS,Marseille,France","institution_ids":["https://openalex.org/I4210114274","https://openalex.org/I1294671590","https://openalex.org/I21491767"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5118183489"],"corresponding_institution_ids":["https://openalex.org/I1294671590","https://openalex.org/I21491767","https://openalex.org/I4210114274"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21455734,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"227","last_page":"232"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9998000264167786,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9998000264167786,"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/T10534","display_name":"Structural Health Monitoring Techniques","score":0.9988999962806702,"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/T11850","display_name":"Concrete Corrosion and Durability","score":0.9980000257492065,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5316734313964844}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5316734313964844}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/med64031.2025.11073384","is_oa":false,"landing_page_url":"https://doi.org/10.1109/med64031.2025.11073384","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 33rd Mediterranean Conference on Control and Automation (MED)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-05059891v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05059891","pdf_url":"https://hal.science/hal-05059891v1/file/conference_vision_based_SHM_survey.pdf","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"33rd Mediterranean Conference on Control and Automation (MED\u2019 2025), Jun 2025, Tangier, Morocco. ⟨10.1109/MED64031.2025.11073384⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-05059891v1","is_oa":true,"landing_page_url":"https://hal.science/hal-05059891","pdf_url":"https://hal.science/hal-05059891v1/file/conference_vision_based_SHM_survey.pdf","source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"33rd Mediterranean Conference on Control and Automation (MED\u2019 2025), Jun 2025, Tangier, Morocco. ⟨10.1109/MED64031.2025.11073384⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320307804","display_name":"BP","ror":"https://ror.org/051659894"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4412431727.pdf","grobid_xml":"https://content.openalex.org/works/W4412431727.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W2036329155","https://openalex.org/W2042253843","https://openalex.org/W2133059825","https://openalex.org/W2210745533","https://openalex.org/W2318769576","https://openalex.org/W2511000564","https://openalex.org/W2512523488","https://openalex.org/W2590596886","https://openalex.org/W2613338636","https://openalex.org/W2814406141","https://openalex.org/W2900432149","https://openalex.org/W2902887870","https://openalex.org/W2905163589","https://openalex.org/W2910066819","https://openalex.org/W2910362756","https://openalex.org/W2912530595","https://openalex.org/W2919816425","https://openalex.org/W2919946988","https://openalex.org/W2941356554","https://openalex.org/W2964308596","https://openalex.org/W2971388114","https://openalex.org/W2976255582","https://openalex.org/W2983902176","https://openalex.org/W2997148427","https://openalex.org/W3006478340","https://openalex.org/W3010935556","https://openalex.org/W3021875165","https://openalex.org/W3024912007","https://openalex.org/W3025272932","https://openalex.org/W3029797938","https://openalex.org/W3040786507","https://openalex.org/W3044248863","https://openalex.org/W3082825301","https://openalex.org/W3087277009","https://openalex.org/W3101272581","https://openalex.org/W3106763147","https://openalex.org/W3164104137","https://openalex.org/W3166329543","https://openalex.org/W3184188891","https://openalex.org/W4200097740","https://openalex.org/W4200309776","https://openalex.org/W4205342981","https://openalex.org/W4226237736","https://openalex.org/W4229008820","https://openalex.org/W4281565616","https://openalex.org/W4309890104","https://openalex.org/W4317566519","https://openalex.org/W4376630095","https://openalex.org/W4388839079","https://openalex.org/W4389816582","https://openalex.org/W4389938719","https://openalex.org/W4392611572","https://openalex.org/W4399767222","https://openalex.org/W4403211131","https://openalex.org/W4404315709","https://openalex.org/W6680096826","https://openalex.org/W6774707226"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0],"field":[1,29],"of":[2,21,93],"Vision-based":[3],"Structural":[4],"Health":[5],"Monitoring":[6],"(SHM)":[7],"utilizes":[8],"computer":[9],"vision":[10],"(CV),":[11],"imaging":[12],"techniques,":[13],"and":[14,36,52,59,75,83,91,98,110,122,127,135,149],"machine":[15],"learning":[16,54,85,102,112],"to":[17,137,142],"quantify":[18],"the":[19,40,65,89],"integrity":[20],"structures.":[22],"This":[23,130],"survey":[24,41,131],"sheds":[25],"light":[26],"on":[27],"this":[28],"presenting":[30],"an":[31],"overview":[32],"over":[33],"key":[34],"techniques":[35],"advancements.":[37],"In":[38],"particular":[39],"presents":[42],"classical":[43,66],"image":[44,47],"processing,":[45],"digital":[46],"correlation":[48],"(DIC),":[49],"3D":[50,81],"modeling,":[51],"deep":[53,84,101],"methods.":[55],"Edge":[56],"detection,":[57,95],"thresholding,":[58],"segmentation":[60,123],"can":[61],"be":[62],"considered":[63],"as":[64,105],"damage":[67],"identification":[68],"tools,":[69],"whereas":[70],"DIC":[71],"provides":[72],"accurate":[73],"deformation":[74],"strain":[76],"measurements.":[77],"Recent":[78],"advancements":[79],"in":[80,118],"modeling":[82],"have":[86,114],"further":[87],"boosted":[88],"efficiency":[90],"accuracy":[92],"crack":[94,120],"structural":[96],"evaluation,":[97],"monitoring.":[99],"Advanced":[100],"methods":[103],"such":[104],"convolutional":[106],"neural":[107],"networks":[108],"(CNNs)":[109],"transfer":[111],"(TL)":[113],"proven":[115],"their":[116],"effectiveness":[117],"automating":[119],"detection":[121],"tasks":[124],"under":[125],"challenging":[126],"noisy":[128],"conditions.":[129],"outlines":[132],"strengths,":[133],"weaknesses,":[134],"applicability":[136],"SHM":[138,144],"with":[139],"a":[140,146],"view":[141],"transforming":[143],"into":[145],"non-contact,":[147],"inexpensive,":[148],"fully":[150],"automated":[151],"monitoring":[152],"system.":[153]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}