{"id":"https://openalex.org/W4386768849","doi":"https://doi.org/10.1061/jccee5.cpeng-5473","title":"Content-Based Image Retrieval for Construction Site Images: Leveraging Deep Learning\u2013Based Object Detection","display_name":"Content-Based Image Retrieval for Construction Site Images: Leveraging Deep Learning\u2013Based Object Detection","publication_year":2023,"publication_date":"2023-09-15","ids":{"openalex":"https://openalex.org/W4386768849","doi":"https://doi.org/10.1061/jccee5.cpeng-5473"},"language":"en","primary_location":{"id":"doi:10.1061/jccee5.cpeng-5473","is_oa":false,"landing_page_url":"https://doi.org/10.1061/jccee5.cpeng-5473","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-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/A5100659810","display_name":"Yiheng Wang","orcid":"https://orcid.org/0000-0002-0263-9313"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yiheng Wang","raw_affiliation_strings":["Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6G 2R3"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6G 2R3","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062706653","display_name":"Bo Xiao","orcid":"https://orcid.org/0000-0003-0798-8018"},"institutions":[{"id":"https://openalex.org/I11957088","display_name":"Michigan Technological University","ror":"https://ror.org/0036rpn28","country_code":"US","type":"education","lineage":["https://openalex.org/I11957088"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Bo Xiao","raw_affiliation_strings":["Assistant Professor, Dept. of Civil, Environmental, and Geospatial Engineering, Michigan Technological Univ., 1400 Townsend Dr., Houghton, MI 49931 (corresponding author). ORCID: "],"raw_orcid":"https://orcid.org/0000-0003-0798-8018","affiliations":[{"raw_affiliation_string":"Assistant Professor, Dept. of Civil, Environmental, and Geospatial Engineering, Michigan Technological Univ., 1400 Townsend Dr., Houghton, MI 49931 (corresponding author). ORCID: ","institution_ids":["https://openalex.org/I11957088"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006734442","display_name":"Ahmed Boufergu\u00e8ne","orcid":"https://orcid.org/0000-0003-4629-6620"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ahmed Bouferguene","raw_affiliation_strings":["Professor, Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6C 4G9"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Professor, Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6C 4G9","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081760979","display_name":"Mohamed Al\u2010Hussein","orcid":"https://orcid.org/0000-0002-1774-9718"},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohamed Al-Hussein","raw_affiliation_strings":["Professor, Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6G 2R3. ORCID: "],"raw_orcid":"https://orcid.org/0000-0002-1774-9718","affiliations":[{"raw_affiliation_string":"Professor, Dept. of Civil and Environmental Engineering, Univ. of Alberta, Edmonton, AB, Canada T6G 2R3. ORCID: ","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100338802","display_name":"Heng Li","orcid":"https://orcid.org/0000-0002-3187-9041"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Heng Li","raw_affiliation_strings":["Chair Professor, Dept. of Building and Real Estate, Hong Kong Polytechnic Univ., Hung Hom, Kowloon, Hong Kong"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chair Professor, Dept. of Building and Real Estate, Hong Kong Polytechnic Univ., Hung Hom, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.4724,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.79711188,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"37","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9979000091552734,"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":0.9979000091552734,"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9911999702453613,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11006","display_name":"BIM and Construction Integration","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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":0.7720375657081604},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6611157059669495},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.6456354260444641},{"id":"https://openalex.org/keywords/documentation","display_name":"Documentation","score":0.6219331622123718},{"id":"https://openalex.org/keywords/visual-word","display_name":"Visual Word","score":0.5840246677398682},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.554600715637207},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5325849056243896},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4663848876953125},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4622132182121277},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.43686652183532715},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42893803119659424},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.4287137985229492},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3063209354877472}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7720375657081604},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6611157059669495},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.6456354260444641},{"id":"https://openalex.org/C56666940","wikidata":"https://www.wikidata.org/wiki/Q788790","display_name":"Documentation","level":2,"score":0.6219331622123718},{"id":"https://openalex.org/C189391414","wikidata":"https://www.wikidata.org/wiki/Q7936579","display_name":"Visual Word","level":4,"score":0.5840246677398682},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.554600715637207},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5325849056243896},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4663848876953125},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4622132182121277},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.43686652183532715},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42893803119659424},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.4287137985229492},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3063209354877472},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1061/jccee5.cpeng-5473","is_oa":false,"landing_page_url":"https://doi.org/10.1061/jccee5.cpeng-5473","pdf_url":null,"source":{"id":"https://openalex.org/S176637136","display_name":"Journal of Computing in Civil Engineering","issn_l":"0887-3801","issn":["0887-3801","1943-5487"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315747","host_organization_name":"American Society of Civil Engineers","host_organization_lineage":["https://openalex.org/P4310315747"],"host_organization_lineage_names":["American Society of Civil Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computing in Civil Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":73,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1522301498","https://openalex.org/W1686810756","https://openalex.org/W1797268635","https://openalex.org/W1982448633","https://openalex.org/W1984632129","https://openalex.org/W2028198383","https://openalex.org/W2097117768","https://openalex.org/W2102605133","https://openalex.org/W2107634464","https://openalex.org/W2108598243","https://openalex.org/W2155655554","https://openalex.org/W2161969291","https://openalex.org/W2168356304","https://openalex.org/W2174726731","https://openalex.org/W2194775991","https://openalex.org/W2277195237","https://openalex.org/W2471768434","https://openalex.org/W2512256428","https://openalex.org/W2551395988","https://openalex.org/W2612445135","https://openalex.org/W2768148056","https://openalex.org/W2768731295","https://openalex.org/W2772016598","https://openalex.org/W2774057639","https://openalex.org/W2791834423","https://openalex.org/W2804523126","https://openalex.org/W2884367402","https://openalex.org/W2884616413","https://openalex.org/W2903184552","https://openalex.org/W2906127197","https://openalex.org/W2906305053","https://openalex.org/W2924876209","https://openalex.org/W2952432591","https://openalex.org/W2953271441","https://openalex.org/W2963026686","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2963588253","https://openalex.org/W2970982005","https://openalex.org/W2981537605","https://openalex.org/W2994143978","https://openalex.org/W2994999390","https://openalex.org/W2999758404","https://openalex.org/W3049118867","https://openalex.org/W3093313238","https://openalex.org/W3094418071","https://openalex.org/W3103037255","https://openalex.org/W3106250896","https://openalex.org/W3106586859","https://openalex.org/W3106651141","https://openalex.org/W3106778652","https://openalex.org/W3120721114","https://openalex.org/W3171768271","https://openalex.org/W3186682263","https://openalex.org/W3200721493","https://openalex.org/W3201064488","https://openalex.org/W3202652933","https://openalex.org/W3203459664","https://openalex.org/W4200248815","https://openalex.org/W4213009331","https://openalex.org/W4213425661","https://openalex.org/W4243807161","https://openalex.org/W4281955691","https://openalex.org/W4282579655","https://openalex.org/W4283746642","https://openalex.org/W4287921909","https://openalex.org/W4288074587","https://openalex.org/W4288901872","https://openalex.org/W4293294953","https://openalex.org/W4293541940","https://openalex.org/W4313531415","https://openalex.org/W6600529467"],"related_works":["https://openalex.org/W2063218608","https://openalex.org/W2969228573","https://openalex.org/W4386105885","https://openalex.org/W2947282851","https://openalex.org/W2184288218","https://openalex.org/W2071180033","https://openalex.org/W2374066281","https://openalex.org/W4387423606","https://openalex.org/W155590726","https://openalex.org/W2147874738"],"abstract_inverted_index":{"Visual":[0],"data":[1,26,40,199],"comprising":[2],"images":[3,55,73,94,110,134,161,175],"and":[4,59,135,179,201],"videos":[5],"has":[6],"become":[7],"an":[8,31,206],"integral":[9],"aspect":[10],"of":[11,24,71,81,144,162],"construction":[12,29,54,72,98,104,109,133,160,198],"management,":[13],"potentially":[14],"supplanting":[15],"traditional":[16],"paper-based":[17],"site":[18,99],"documentation.":[19],"With":[20],"the":[21,82,96,153,187],"vast":[22],"amount":[23],"image":[25,50,121],"generated":[27],"in":[28,176],"projects,":[30],"efficient":[32,207],"retrieval":[33,51,122,181,209],"system":[34],"that":[35,67,108,124],"not":[36],"only":[37],"enhances":[38],"visual":[39,61,69,79,114,142],"documentation":[41],"but":[42],"also":[43],"promotes":[44],"reutilization":[45],"is":[46],"needed.":[47],"Existing":[48],"label-based":[49],"methods":[52,66],"for":[53],"require":[56],"manual":[57],"labeling":[58],"ignore":[60],"information.":[62],"Moreover,":[63],"other":[64],"content-based":[65,120],"consider":[68],"properties":[70],"are":[74],"limited":[75],"to":[76,91,128,139,172,197],"utilizing":[77],"simple":[78],"features":[80,143],"entire":[83],"image.":[84],"This":[85,116,193],"poses":[86],"a":[87,119,150],"challenge":[88],"when":[89],"attempting":[90],"retrieve":[92,158,173],"target":[93,159,174],"from":[95],"same":[97],"or":[100],"those":[101],"involving":[102],"similar":[103,113],"activities,":[105],"particularly":[106],"considering":[107],"often":[111],"share":[112],"properties.":[115],"research":[117],"introduces":[118],"method":[123,155,166,185],"employs":[125],"object":[126],"detection":[127],"identify":[129],"significant":[130],"subregions":[131],"within":[132],"convolutional":[136],"neural":[137],"networks":[138],"extract":[140],"refined":[141],"these":[145],"subregions.":[146],"By":[147],"simply":[148],"inputting":[149],"query":[151],"image,":[152],"proposed":[154,165,184],"can":[156],"accurately":[157],"interest.":[163],"The":[164,183],"was":[167],"validated":[168],"through":[169],"experiments":[170],"designed":[171],"both":[177],"same-site":[178],"same-activity":[180],"scenarios.":[182],"achieved":[186],"best":[188],"mean":[189],"average":[190],"precision":[191],"(86.4%).":[192],"technology":[194],"could":[195],"contribute":[196],"management":[200],"decision-making":[202],"processes":[203],"by":[204],"providing":[205],"information":[208],"system.":[210]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
