{"id":"https://openalex.org/W2918885827","doi":"https://doi.org/10.1109/isc2.2018.8656971","title":"Coupling Deep Learning and UAV for Infrastructure Condition Assessment Automation","display_name":"Coupling Deep Learning and UAV for Infrastructure Condition Assessment Automation","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2918885827","doi":"https://doi.org/10.1109/isc2.2018.8656971","mag":"2918885827"},"language":"en","primary_location":{"id":"doi:10.1109/isc2.2018.8656971","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isc2.2018.8656971","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Smart Cities Conference (ISC2)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059546702","display_name":"Weidong Wu","orcid":"https://orcid.org/0000-0003-3395-8883"},"institutions":[{"id":"https://openalex.org/I177097968","display_name":"University of Tennessee at Chattanooga","ror":"https://ror.org/00nqb1v70","country_code":"US","type":"education","lineage":["https://openalex.org/I177097968"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Weidong Wu","raw_affiliation_strings":["Civil & Chemical Engineering, The University of Tennessee at Chattanooga, Chattanooga, Tennessee, USA"],"affiliations":[{"raw_affiliation_string":"Civil & Chemical Engineering, The University of Tennessee at Chattanooga, Chattanooga, Tennessee, USA","institution_ids":["https://openalex.org/I177097968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052903790","display_name":"Murad Al Qurishee","orcid":null},"institutions":[{"id":"https://openalex.org/I177097968","display_name":"University of Tennessee at Chattanooga","ror":"https://ror.org/00nqb1v70","country_code":"US","type":"education","lineage":["https://openalex.org/I177097968"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Murad A. Qurishee","raw_affiliation_strings":["Civil & Chemical Engineering, The University of Tennessee at Chattanooga, Chattanooga, Tennessee, USA"],"affiliations":[{"raw_affiliation_string":"Civil & Chemical Engineering, The University of Tennessee at Chattanooga, Chattanooga, Tennessee, USA","institution_ids":["https://openalex.org/I177097968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110853544","display_name":"Joseph Owino","orcid":null},"institutions":[{"id":"https://openalex.org/I177097968","display_name":"University of Tennessee at Chattanooga","ror":"https://ror.org/00nqb1v70","country_code":"US","type":"education","lineage":["https://openalex.org/I177097968"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Joseph Owino","raw_affiliation_strings":["Civil & Chemical Engineering, The University of Tennessee at Chattanooga, Chattanooga, Tennessee, USA"],"affiliations":[{"raw_affiliation_string":"Civil & Chemical Engineering, The University of Tennessee at Chattanooga, Chattanooga, Tennessee, USA","institution_ids":["https://openalex.org/I177097968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082922369","display_name":"Ignatius Fomunung","orcid":"https://orcid.org/0000-0003-3507-9452"},"institutions":[{"id":"https://openalex.org/I177097968","display_name":"University of Tennessee at Chattanooga","ror":"https://ror.org/00nqb1v70","country_code":"US","type":"education","lineage":["https://openalex.org/I177097968"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ignatius Fomunung","raw_affiliation_strings":["Civil & Chemical Engineering, The University of Tennessee at Chattanooga, Chattanooga, Tennessee, USA"],"affiliations":[{"raw_affiliation_string":"Civil & Chemical Engineering, The University of Tennessee at Chattanooga, Chattanooga, Tennessee, USA","institution_ids":["https://openalex.org/I177097968"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110061874","display_name":"Mbakisya Onyango","orcid":null},"institutions":[{"id":"https://openalex.org/I177097968","display_name":"University of Tennessee at Chattanooga","ror":"https://ror.org/00nqb1v70","country_code":"US","type":"education","lineage":["https://openalex.org/I177097968"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mbakisya Onyango","raw_affiliation_strings":["Civil & Chemical Engineering, The University of Tennessee at Chattanooga, Chattanooga, Tennessee, USA"],"affiliations":[{"raw_affiliation_string":"Civil & Chemical Engineering, The University of Tennessee at Chattanooga, Chattanooga, Tennessee, USA","institution_ids":["https://openalex.org/I177097968"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008002331","display_name":"Babatunde Atolagbe","orcid":"https://orcid.org/0000-0002-5056-3042"},"institutions":[{"id":"https://openalex.org/I177097968","display_name":"University of Tennessee at Chattanooga","ror":"https://ror.org/00nqb1v70","country_code":"US","type":"education","lineage":["https://openalex.org/I177097968"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Babatunde Atolagbe","raw_affiliation_strings":["Civil & Chemical Engineering, The University of Tennessee at Chattanooga, Chattanooga, Tennessee, USA"],"affiliations":[{"raw_affiliation_string":"Civil & Chemical Engineering, The University of Tennessee at Chattanooga, Chattanooga, Tennessee, USA","institution_ids":["https://openalex.org/I177097968"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5059546702"],"corresponding_institution_ids":["https://openalex.org/I177097968"],"apc_list":null,"apc_paid":null,"fwci":4.7119,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.94692568,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":1.0,"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":1.0,"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":0.9819999933242798,"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/T11220","display_name":"Water Systems and Optimization","score":0.9728000164031982,"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/automation","display_name":"Automation","score":0.7569836974143982},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.7549456357955933},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6388717889785767},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6062598824501038},{"id":"https://openalex.org/keywords/thermography","display_name":"Thermography","score":0.5528926253318787},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5483461618423462},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5084130167961121},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5076245069503784},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.3389400839805603},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.32231080532073975},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26919353008270264},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.12621787190437317},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.11079195141792297}],"concepts":[{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.7569836974143982},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7549456357955933},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6388717889785767},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6062598824501038},{"id":"https://openalex.org/C2779222261","wikidata":"https://www.wikidata.org/wiki/Q624587","display_name":"Thermography","level":3,"score":0.5528926253318787},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5483461618423462},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5084130167961121},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5076245069503784},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.3389400839805603},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32231080532073975},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26919353008270264},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.12621787190437317},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.11079195141792297},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/isc2.2018.8656971","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isc2.2018.8656971","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Smart Cities Conference (ISC2)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320316958","display_name":"Center of Excellence in Applied Computational Science and Engineering","ror":null},{"id":"https://openalex.org/F4320317073","display_name":"University of Tennessee at Chattanooga","ror":"https://ror.org/00nqb1v70"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W318864764","https://openalex.org/W597291169","https://openalex.org/W827360215","https://openalex.org/W1861492603","https://openalex.org/W1925745898","https://openalex.org/W1974212337","https://openalex.org/W2163605009","https://openalex.org/W2400532974","https://openalex.org/W2515526282","https://openalex.org/W2545300838","https://openalex.org/W2594943545","https://openalex.org/W2598457882","https://openalex.org/W2612445135","https://openalex.org/W2613718673","https://openalex.org/W2623769100","https://openalex.org/W2734642607","https://openalex.org/W2767522444","https://openalex.org/W2768955070","https://openalex.org/W2787765665","https://openalex.org/W2889967084","https://openalex.org/W2919115771","https://openalex.org/W2921162528","https://openalex.org/W2953106684","https://openalex.org/W2963037989","https://openalex.org/W3106250896","https://openalex.org/W4297775537","https://openalex.org/W6617932126","https://openalex.org/W6620707391","https://openalex.org/W6639102338","https://openalex.org/W6684191040","https://openalex.org/W6737664043","https://openalex.org/W6745497189","https://openalex.org/W6748134320","https://openalex.org/W6785652829","https://openalex.org/W6941012605"],"related_works":["https://openalex.org/W2620662450","https://openalex.org/W174278852","https://openalex.org/W2069527050","https://openalex.org/W2368607384","https://openalex.org/W2016009248","https://openalex.org/W2156612433","https://openalex.org/W2008280940","https://openalex.org/W2391588106","https://openalex.org/W612498122","https://openalex.org/W2894847042"],"abstract_inverted_index":{"We":[0,78],"propose":[1],"coupling":[2],"the":[3,19,48,68,73,111],"state-of-the-art":[4],"computer":[5],"technology":[6],"deep":[7,57,86,105],"learning":[8,106],"and":[9,17,28,35,63,85,92,98,104],"unmanned":[10],"aerial":[11],"vehicles":[12],"(UAV)":[13],"to":[14,39],"automatically":[15],"detect":[16],"assess":[18],"health":[20],"condition":[21,64],"of":[22,44,55,67,82,102],"civil":[23],"infrastructure":[24],"such":[25],"as":[26,53],"bridges":[27],"pavements.":[29],"UAV":[30,84,103],"carrying":[31],"high":[32],"resolution":[33],"camera":[34,38],"infrared":[36],"thermography":[37],"collect":[40],"a":[41],"large":[42],"amount":[43],"image":[45],"data":[46],"from":[47],"target":[49],"infrastructure,":[50],"which":[51],"serves":[52],"inputs":[54],"trained":[56],"neural":[58,87],"networks":[59],"for":[60,100],"damage":[61],"classification":[62],"assessment.":[65],"Details":[66],"framework":[69],"that":[70],"may":[71],"guide":[72],"automation":[74],"process":[75],"are":[76,107],"explained.":[77],"demonstrated":[79],"preliminary":[80],"application":[81],"using":[83],"network":[88],"in":[89,110],"concrete":[90],"crack":[91],"asphalt":[93],"pavement":[94],"distress":[95],"classification.":[96],"Challenges":[97],"needs":[99],"deployment":[101],"briefly":[108],"discussed":[109],"end.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}