{"id":"https://openalex.org/W2948262705","doi":"https://doi.org/10.3390/s19143197","title":"A Robust Vision-Based Method for Displacement Measurement under Adverse Environmental Factors Using Spatio-Temporal Context Learning and Taylor Approximation","display_name":"A Robust Vision-Based Method for Displacement Measurement under Adverse Environmental Factors Using Spatio-Temporal Context Learning and Taylor Approximation","publication_year":2019,"publication_date":"2019-07-20","ids":{"openalex":"https://openalex.org/W2948262705","doi":"https://doi.org/10.3390/s19143197","mag":"2948262705","pmid":"https://pubmed.ncbi.nlm.nih.gov/31330769"},"language":"en","primary_location":{"id":"doi:10.3390/s19143197","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19143197","pdf_url":"https://www.mdpi.com/1424-8220/19/14/3197/pdf?version=1563604337","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/19/14/3197/pdf?version=1563604337","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5001482421","display_name":"Chuan\u2010Zhi Dong","orcid":"https://orcid.org/0000-0001-6010-2859"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Chuan-Zhi Dong","raw_affiliation_strings":["Department of Civil, Environmental, and Construction Engineering, University of Central Florida, 12800 Pegasus Drive, Suite 211, Orlando, FL 32816, USA"],"raw_orcid":"https://orcid.org/0000-0001-6010-2859","affiliations":[{"raw_affiliation_string":"Department of Civil, Environmental, and Construction Engineering, University of Central Florida, 12800 Pegasus Drive, Suite 211, Orlando, FL 32816, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079326330","display_name":"Ozan Celik","orcid":"https://orcid.org/0000-0001-6775-6193"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ozan Celik","raw_affiliation_strings":["Department of Civil, Environmental, and Construction Engineering, University of Central Florida, 12800 Pegasus Drive, Suite 211, Orlando, FL 32816, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil, Environmental, and Construction Engineering, University of Central Florida, 12800 Pegasus Drive, Suite 211, Orlando, FL 32816, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071812268","display_name":"F. Necati \u00c7atba\u015f","orcid":"https://orcid.org/0000-0001-9255-9976"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"F. Necati Catbas","raw_affiliation_strings":["Department of Civil, Environmental, and Construction Engineering, University of Central Florida, 12800 Pegasus Drive, Suite 211, Orlando, FL 32816, USA"],"raw_orcid":"https://orcid.org/0000-0001-9255-9976","affiliations":[{"raw_affiliation_string":"Department of Civil, Environmental, and Construction Engineering, University of Central Florida, 12800 Pegasus Drive, Suite 211, Orlando, FL 32816, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009743738","display_name":"Eugene J. OBrien","orcid":"https://orcid.org/0000-0002-6867-1009"},"institutions":[{"id":"https://openalex.org/I100930933","display_name":"University College Dublin","ror":"https://ror.org/05m7pjf47","country_code":"IE","type":"education","lineage":["https://openalex.org/I100930933"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Eugene OBrien","raw_affiliation_strings":["The School of Civil Engineering, University College Dublin, Belfield D04V1W8, Ireland"],"raw_orcid":"https://orcid.org/0000-0002-6867-1009","affiliations":[{"raw_affiliation_string":"The School of Civil Engineering, University College Dublin, Belfield D04V1W8, Ireland","institution_ids":["https://openalex.org/I100930933"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084090924","display_name":"Susan Taylor","orcid":"https://orcid.org/0000-0003-4796-1928"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Su Taylor","raw_affiliation_strings":["The School of Natural and Built Environment, Queens University Belfast, Belfast BT95AG, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"The School of Natural and Built Environment, Queens University Belfast, Belfast BT95AG, UK","institution_ids":["https://openalex.org/I126231945"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071812268"],"corresponding_institution_ids":["https://openalex.org/I106165777"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":5.3924,"has_fulltext":true,"cited_by_count":46,"citation_normalized_percentile":{"value":0.95406041,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"19","issue":"14","first_page":"3197","last_page":"3197"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9980999827384949,"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":0.9894000291824341,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/subpixel-rendering","display_name":"Subpixel rendering","score":0.8535986542701721},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6754801273345947},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6427958011627197},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6126331090927124},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5878691673278809},{"id":"https://openalex.org/keywords/machine-vision","display_name":"Machine vision","score":0.46296003460884094},{"id":"https://openalex.org/keywords/interference","display_name":"Interference (communication)","score":0.42172276973724365},{"id":"https://openalex.org/keywords/displacement","display_name":"Displacement (psychology)","score":0.4124354124069214},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.19192713499069214},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09548512101173401}],"concepts":[{"id":"https://openalex.org/C68516990","wikidata":"https://www.wikidata.org/wiki/Q452912","display_name":"Subpixel rendering","level":3,"score":0.8535986542701721},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6754801273345947},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6427958011627197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6126331090927124},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5878691673278809},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.46296003460884094},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.42172276973724365},{"id":"https://openalex.org/C107551265","wikidata":"https://www.wikidata.org/wiki/Q1458245","display_name":"Displacement (psychology)","level":2,"score":0.4124354124069214},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.19192713499069214},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09548512101173401},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.3390/s19143197","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19143197","pdf_url":"https://www.mdpi.com/1424-8220/19/14/3197/pdf?version=1563604337","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:31330769","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31330769","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pure.qub.ac.uk/portal:openaire/09c4383d-f26d-4e35-9560-2d33be2a83ab","is_oa":true,"landing_page_url":"https://pure.qub.ac.uk/en/publications/09c4383d-f26d-4e35-9560-2d33be2a83ab","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Dong, C-Z, Celik, O, Catbas, F N, Obrien, E & Taylor, S 2019, 'A Robust Vision-Based Method for Displacement Measurement under Adverse Environmental Factors Using Spatio-Temporal Context Learning and Taylor Approximation', Sensors (Basel, Switzerland), vol. 19, no. 14, 3197. https://doi.org/10.3390/s19143197","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:doaj.org/article:96007218abdf466fa72d73e38b5e0821","is_oa":true,"landing_page_url":"https://doaj.org/article/96007218abdf466fa72d73e38b5e0821","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":"Sensors, Vol 19, Iss 14, p 3197 (2019)","raw_type":"article"},{"id":"pmh:oai:europepmc.org:5649446","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/6679297","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Text"},{"id":"pmh:oai:mdpi.com:/1424-8220/19/14/3197/","is_oa":true,"landing_page_url":"http://dx.doi.org/10.3390/s19143197","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s19143197","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s19143197","pdf_url":"https://www.mdpi.com/1424-8220/19/14/3197/pdf?version=1563604337","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[{"id":"https://openalex.org/G4780309871","display_name":null,"funder_award_id":"1463493","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320310161","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2948262705.pdf","grobid_xml":"https://content.openalex.org/works/W2948262705.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W1111604360","https://openalex.org/W1637731468","https://openalex.org/W1649469042","https://openalex.org/W1657722972","https://openalex.org/W1856933006","https://openalex.org/W1916064950","https://openalex.org/W1981052032","https://openalex.org/W1993469299","https://openalex.org/W1998672769","https://openalex.org/W2028660383","https://openalex.org/W2083817567","https://openalex.org/W2095157569","https://openalex.org/W2095359136","https://openalex.org/W2100900738","https://openalex.org/W2116912605","https://openalex.org/W2140341614","https://openalex.org/W2167667767","https://openalex.org/W2261304198","https://openalex.org/W2267680422","https://openalex.org/W2268480467","https://openalex.org/W2285267669","https://openalex.org/W2289414106","https://openalex.org/W2338966209","https://openalex.org/W2435864801","https://openalex.org/W2461479379","https://openalex.org/W2503067397","https://openalex.org/W2512804334","https://openalex.org/W2518741115","https://openalex.org/W2546715677","https://openalex.org/W2549940417","https://openalex.org/W2551636437","https://openalex.org/W2559316905","https://openalex.org/W2560132615","https://openalex.org/W2560293681","https://openalex.org/W2603716282","https://openalex.org/W2606399290","https://openalex.org/W2611118946","https://openalex.org/W2759332716","https://openalex.org/W2770575864","https://openalex.org/W2772607477","https://openalex.org/W2779497038","https://openalex.org/W2793624930","https://openalex.org/W2794687718","https://openalex.org/W2884431451","https://openalex.org/W2899356906","https://openalex.org/W2904792779","https://openalex.org/W2913582727","https://openalex.org/W2951297261","https://openalex.org/W2969505225","https://openalex.org/W2981631340","https://openalex.org/W3033466713","https://openalex.org/W6696093572","https://openalex.org/W6703770981","https://openalex.org/W6757120835"],"related_works":["https://openalex.org/W2369528593","https://openalex.org/W2385629811","https://openalex.org/W2638735979","https://openalex.org/W2111510641","https://openalex.org/W2386795888","https://openalex.org/W1968995436","https://openalex.org/W2033478004","https://openalex.org/W1968074329","https://openalex.org/W2392835067","https://openalex.org/W2120553556"],"abstract_inverted_index":{"Currently,":[0],"the":[1,57,70,77,90,96,111,123,128,147,155],"majority":[2],"of":[3,79,95,101,127],"studies":[4],"on":[5,105],"vision-based":[6,25,50,140],"measurement":[7,18,43,52,152],"have":[8],"been":[9],"conducted":[10,104],"under":[11,158],"ideal":[12],"environments":[13],"so":[14],"that":[15,146],"an":[16],"adequate":[17],"performance":[19],"and":[20,37,60,66,84,93,116,138,161],"accuracy":[21],"is":[22],"ensured.":[23],"However,":[24],"systems":[26],"may":[27],"face":[28],"some":[29],"adverse":[30,62],"influencing":[31],"factors":[32,63],"such":[33],"as":[34],"illumination":[35,114,159],"change":[36,160],"fog":[38,117,162],"interference,":[39],"which":[40,54],"can":[41,55],"affect":[42],"accuracy.":[44],"This":[45],"paper":[46],"developed":[47],"a":[48,99,106],"robust":[49],"displacement":[51,135],"method":[53,75,130,141,149],"handle":[56],"two":[58],"common":[59],"important":[61],"given":[64],"above":[65],"achieve":[67],"sensitivity":[68],"at":[69],"subpixel":[71],"level.":[72],"The":[73,113,125],"proposed":[74,97,129,148],"leverages":[76],"advantage":[78],"high-resolution":[80],"imaging":[81],"incorporating":[82],"spatial":[83],"temporal":[85],"contextual":[86],"aspects.":[87],"To":[88],"validate":[89],"feasibility,":[91],"stability,":[92],"robustness":[94],"method,":[98],"series":[100],"experiments":[102],"was":[103,144],"two-span":[107],"three-lane":[108],"bridge":[109],"in":[110,122],"laboratory.":[112,124],"changes":[115],"interference":[118],"were":[119,131],"simulated":[120],"experimentally":[121],"results":[126,153],"compared":[132],"to":[133],"conventional":[134],"sensor":[136],"data":[137],"current":[139,156],"results.":[142],"It":[143],"demonstrated":[145],"gave":[150],"better":[151],"than":[154],"ones":[157],"interference.":[163]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":13},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":2}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}