{"id":"https://openalex.org/W7225793893","doi":"https://doi.org/10.3390/buildings16224490","title":"An Integrated Computer Vision Framework for Construction Equipment Monitoring, Utilization Analytics, and Decision Support","display_name":"An Integrated Computer Vision Framework for Construction Equipment Monitoring, Utilization Analytics, and Decision Support","publication_year":2026,"publication_date":"2026-11-11","ids":{"openalex":"https://openalex.org/W7225793893","doi":"https://doi.org/10.3390/buildings16224490"},"language":"en","primary_location":{"id":"doi:10.3390/buildings16224490","doi":"https://doi.org/10.3390/buildings16224490","is_oa":true,"landing_page_url":"https://doi.org/10.3390/buildings16224490","pdf_url":null,"source":{"id":"https://openalex.org/S4210191137","display_name":"Buildings","issn_l":"2075-5309","issn":["2075-5309"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","poland-70","russia-white-list-1"],"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":"Buildings","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.3390/buildings16224490","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5147797292","display_name":"Ahmed Mahmoud Elganzory","orcid":"https://orcid.org/0009-0009-8857-1732","observed_orcids":["https://orcid.org/0009-0009-8857-1732"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Ahmed Mahmoud Elganzory","raw_affiliation_strings":["Department of Civil Engineering, Faculty of Engineering-Mataria, Capital University, Cairo 11795, Egypt"],"raw_orcid":"https://orcid.org/0009-0009-8857-1732","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Faculty of Engineering-Mataria, Capital University, Cairo 11795, Egypt","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038001129","display_name":"Ruqaya S. Al-Sabah","orcid":"https://orcid.org/0000-0002-8211-9536","observed_orcids":["https://orcid.org/0000-0002-8211-9536"]},"institutions":[{"id":"https://openalex.org/I36721946","display_name":"Kuwait University","ror":"https://ror.org/021e5j056","country_code":"KW","type":"education","lineage":["https://openalex.org/I36721946"]}],"countries":["KW"],"is_corresponding":true,"raw_author_name":"Ruqaya Al-Sabah","raw_affiliation_strings":["College of Engineering and Petroleum, Kuwait University, Kuwait City 13060, Kuwait"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Engineering and Petroleum, Kuwait University, Kuwait City 13060, Kuwait","institution_ids":["https://openalex.org/I36721946"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5098490216","display_name":"Salah Omar Said","orcid":"https://orcid.org/0009-0009-7308-5790","observed_orcids":["https://orcid.org/0009-0009-7308-5790"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Salah Omar Said","raw_affiliation_strings":["Department of Civil Engineering, Faculty of Engineering-Mataria, Capital University, Cairo 11795, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Faculty of Engineering-Mataria, Capital University, Cairo 11795, Egypt","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064855394","display_name":"Mohamed Tantawy","orcid":"https://orcid.org/0000-0002-7347-2012","observed_orcids":["https://orcid.org/0000-0002-7347-2012","https://orcid.org/0000-0002-3562-5647"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mohamed Tantawy","raw_affiliation_strings":["Department of Civil Engineering, Faculty of Engineering-Mataria, Capital University, Cairo 11795, Egypt"],"raw_orcid":"https://orcid.org/0000-0002-7347-2012","affiliations":[{"raw_affiliation_string":"Department of Civil Engineering, Faculty of Engineering-Mataria, Capital University, Cairo 11795, Egypt","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5038001129","https://openalex.org/A5147797292"],"corresponding_institution_ids":["https://openalex.org/I36721946"],"apc_list":{"value":2600,"currency":"CHF","value_usd":3137},"apc_paid":{"value":2600,"currency":"CHF","value_usd":3137},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"22","first_page":"4490","last_page":"4490"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9276999831199646,"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"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9276999831199646,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.062300000339746475,"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/T11006","display_name":"BIM and Construction Integration","score":0.003800000064074993,"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":[],"concepts":[{"id":"https://openalex.org/C141392084","wikidata":"https://www.wikidata.org/wiki/Q182661","display_name":"Excavator","level":2,"score":0.6960999965667725},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6100000143051147},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5982999801635742},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.5699999928474426},{"id":"https://openalex.org/C188154048","wikidata":"https://www.wikidata.org/wiki/Q6803609","display_name":"Mean absolute error","level":3,"score":0.43790000677108765},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41999998688697815},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.41839998960494995},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.35280001163482666},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.3328000009059906},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3237999975681305},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.31940001249313354},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.30709999799728394},{"id":"https://openalex.org/C122383733","wikidata":"https://www.wikidata.org/wiki/Q865920","display_name":"Approximation error","level":2,"score":0.3050000071525574},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.30379998683929443},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.30169999599456787},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.29440000653266907},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29190000891685486},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.27950000762939453},{"id":"https://openalex.org/C2776639384","wikidata":"https://www.wikidata.org/wiki/Q840396","display_name":"Ideal (ethics)","level":2,"score":0.26339998841285706},{"id":"https://openalex.org/C168820333","wikidata":"https://www.wikidata.org/wiki/Q448889","display_name":"Visual inspection","level":2,"score":0.26159998774528503},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.25780001282691956}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3390/buildings16224490","doi":"https://doi.org/10.3390/buildings16224490","is_oa":true,"landing_page_url":"https://doi.org/10.3390/buildings16224490","pdf_url":null,"source":{"id":"https://openalex.org/S4210191137","display_name":"Buildings","issn_l":"2075-5309","issn":["2075-5309"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","poland-70","russia-white-list-1"],"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":"Buildings","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.3390/buildings16224490","doi":"https://doi.org/10.3390/buildings16224490","is_oa":true,"landing_page_url":"https://doi.org/10.3390/buildings16224490","pdf_url":null,"source":{"id":"https://openalex.org/S4210191137","display_name":"Buildings","issn_l":"2075-5309","issn":["2075-5309"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-class-a","anvur-scientific","cwts-core","doaj","norway-1","poland-70","russia-white-list-1"],"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":"Buildings","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1483870316","https://openalex.org/W1583845939","https://openalex.org/W1964598692","https://openalex.org/W1983902753","https://openalex.org/W1994349244","https://openalex.org/W2002844166","https://openalex.org/W2002859014","https://openalex.org/W2004583845","https://openalex.org/W2034133680","https://openalex.org/W2036695573","https://openalex.org/W2041468315","https://openalex.org/W2044772156","https://openalex.org/W2057182039","https://openalex.org/W2075872621","https://openalex.org/W2077431125","https://openalex.org/W2082459479","https://openalex.org/W2125188427","https://openalex.org/W2149007369","https://openalex.org/W2252355370","https://openalex.org/W2565233142","https://openalex.org/W2565639579","https://openalex.org/W2603203130","https://openalex.org/W2626826246","https://openalex.org/W2944936691","https://openalex.org/W2948981802","https://openalex.org/W2994999390","https://openalex.org/W2999291394","https://openalex.org/W3006320450","https://openalex.org/W3015666110","https://openalex.org/W3106651141","https://openalex.org/W3109512597","https://openalex.org/W3111839142","https://openalex.org/W3177425331","https://openalex.org/W3182673766","https://openalex.org/W3201064488","https://openalex.org/W4205491898","https://openalex.org/W4213361906","https://openalex.org/W4283392904","https://openalex.org/W7203870848"],"related_works":[],"abstract_inverted_index":{"Effective":[0],"construction-equipment":[1],"monitoring":[2],"requires":[3],"persistent":[4],"equipment-level":[5],"information":[6],"linking":[7],"visual":[8],"observations":[9,84],"to":[10],"utilization":[11,36],"and":[12,18,38,138,162,174],"planning":[13],"decisions.":[14],"This":[15],"study":[16,97],"develops":[17],"evaluates":[19],"an":[20,150],"identity-centered":[21],"framework":[22],"integrating":[23],"ten-class":[24],"YOLOv8m":[25],"detection,":[26],"ByteTrack":[27],"tracking,":[28],"AprilTag-assisted":[29],"Global":[30],"ID":[31,91],"reconciliation,":[32],"scale-normalized":[33],"motion-state":[34],"estimation,":[35],"accounting,":[37],"rule-based":[39],"reallocation":[40],"support.":[41],"The":[42],"selected":[43],"detector":[44],"achieved":[45],"90.80%":[46],"micro-F1":[47,63],"on":[48],"the":[49,67],"held-out":[50],"ConstructionXC7C":[51],"benchmark":[52],"(757":[53],"images,":[54],"eight":[55],"annotated":[56,82],"categories).":[57],"In":[58,124],"a":[59,112,125,179],"matched":[60,127],"comparison,":[61],"selected-checkpoint":[62],"reached":[64],"92.52%,":[65],"exceeding":[66],"original":[68],"checkpoint":[69],"by":[70,145],"16.11":[71],"percentage":[72,147,154],"points.":[73,155],"Across":[74],"6000":[75],"experimental":[76],"video":[77],"frames,":[78],"5757":[79],"of":[80,120,129,152,171],"5992":[81],"excavator":[83],"were":[85],"matched,":[86],"with":[87,109],"99.81%":[88],"adjacent":[89],"camera\u2013local":[90],"consistency.":[92],"A":[93],"controlled":[94],"192-pair":[95],"simulated-transition":[96],"associated":[98],"all":[99],"144":[100],"same-object":[101],"pairs":[102],"using":[103,111],"ideal":[104],"deterministic":[105],"identity":[106],"tokens,":[107],"compared":[108],"99":[110],"tuned":[113],"appearance-only":[114],"baseline;":[115],"regression":[116],"tests":[117],"verified":[118],"preservation":[119],"accumulated":[121],"equipment":[122],"histories.":[123],"separate":[126],"analysis":[128],"1040":[130],"observations,":[131],"temporal":[132],"activity":[133],"modeling":[134],"improved":[135],"idle-state":[136],"discrimination":[137],"reduced":[139],"video-level":[140],"sampled-utilization":[141],"mean":[142],"absolute":[143],"error":[144,151],"41.92":[146],"points,":[148],"achieving":[149],"15.11":[153],"Controlled":[156],"verification":[157],"further":[158],"demonstrated":[159],"state-service":[160],"functionality":[161],"reviewable":[163],"zone-reallocation":[164],"advisories.":[165],"These":[166],"findings":[167],"provide":[168],"quantitative":[169],"evidence":[170],"component-level":[172],"performance":[173],"traceable":[175],"monitoring-to-decision":[176],"functionality,":[177],"establishing":[178],"technical":[180],"foundation":[181],"for":[182],"subsequent":[183],"construction-site":[184],"evaluation.":[185]},"counts_by_year":[],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2026-11-12T00:00:00"}