{"id":"https://openalex.org/W7127574196","doi":"https://doi.org/10.1109/dese68208.2025.11368218","title":"Detection and Validation for Concrete Crack with Intelligent System Based on Image Processing","display_name":"Detection and Validation for Concrete Crack with Intelligent System Based on Image Processing","publication_year":2025,"publication_date":"2025-11-10","ids":{"openalex":"https://openalex.org/W7127574196","doi":"https://doi.org/10.1109/dese68208.2025.11368218"},"language":null,"primary_location":{"id":"doi:10.1109/dese68208.2025.11368218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dese68208.2025.11368218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 18th International Conference on Development in eSystem Engineering (DeSE)","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/A5025481659","display_name":"MOHANAD Abdulsallam AL-ASKARI","orcid":null},"institutions":[{"id":"https://openalex.org/I27768575","display_name":"University of Anbar","ror":"https://ror.org/055a6gk50","country_code":"IQ","type":"education","lineage":["https://openalex.org/I27768575"]}],"countries":["IQ"],"is_corresponding":true,"raw_author_name":"Mohanad A. Al-Askari","raw_affiliation_strings":["Biomedical Engineering Research Centre, University of Anbar,Anbar,Iraq"],"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Research Centre, University of Anbar,Anbar,Iraq","institution_ids":["https://openalex.org/I27768575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063308119","display_name":"Aqeel Al\u2010Ani","orcid":"https://orcid.org/0000-0002-6376-5399"},"institutions":[{"id":"https://openalex.org/I27768575","display_name":"University of Anbar","ror":"https://ror.org/055a6gk50","country_code":"IQ","type":"education","lineage":["https://openalex.org/I27768575"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Abdullah Al-Ani","raw_affiliation_strings":["University of Anbar,Department of Electrical Engineering,Anbar,Iraq"],"affiliations":[{"raw_affiliation_string":"University of Anbar,Department of Electrical Engineering,Anbar,Iraq","institution_ids":["https://openalex.org/I27768575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5125082186","display_name":"Baraa Aiham Alhadithi","orcid":null},"institutions":[{"id":"https://openalex.org/I27768575","display_name":"University of Anbar","ror":"https://ror.org/055a6gk50","country_code":"IQ","type":"education","lineage":["https://openalex.org/I27768575"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Baraa Aiham Alhadithi","raw_affiliation_strings":["University of Anbar,Department of petrochemical Engineering,Anbar,Iraq"],"affiliations":[{"raw_affiliation_string":"University of Anbar,Department of petrochemical Engineering,Anbar,Iraq","institution_ids":["https://openalex.org/I27768575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074920599","display_name":"Yousif Al Mashhadany","orcid":"https://orcid.org/0000-0003-3943-8395"},"institutions":[{"id":"https://openalex.org/I27768575","display_name":"University of Anbar","ror":"https://ror.org/055a6gk50","country_code":"IQ","type":"education","lineage":["https://openalex.org/I27768575"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Yousif Al Mashhadany","raw_affiliation_strings":["Biomedical Engineering Research Centre, University of Anbar,Anbar,Iraq"],"affiliations":[{"raw_affiliation_string":"Biomedical Engineering Research Centre, University of Anbar,Anbar,Iraq","institution_ids":["https://openalex.org/I27768575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047483289","display_name":"Sameer Algburi","orcid":"https://orcid.org/0000-0002-5483-6271"},"institutions":[{"id":"https://openalex.org/I102254642","display_name":"University of Kirkuk","ror":"https://ror.org/01pk8rb11","country_code":"IQ","type":"education","lineage":["https://openalex.org/I102254642"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Sameer Algburi","raw_affiliation_strings":["College of Engineering, Al-Kitab University,Kurkuk,Iraq"],"affiliations":[{"raw_affiliation_string":"College of Engineering, Al-Kitab University,Kurkuk,Iraq","institution_ids":["https://openalex.org/I102254642"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025481659"],"corresponding_institution_ids":["https://openalex.org/I27768575"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.69049058,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"395","last_page":"400"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9089999794960022,"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":0.9089999794960022,"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/T10687","display_name":"Innovative concrete reinforcement materials","score":0.014000000432133675,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.013199999928474426,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7304999828338623},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5206000208854675},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.510200023651123},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4586000144481659},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.45509999990463257},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.444599986076355},{"id":"https://openalex.org/keywords/structural-health-monitoring","display_name":"Structural health monitoring","score":0.4327999949455261},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3765999972820282}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7304999828338623},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.609499990940094},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5206000208854675},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.510200023651123},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4586000144481659},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.45509999990463257},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.444599986076355},{"id":"https://openalex.org/C2776247918","wikidata":"https://www.wikidata.org/wiki/Q1423713","display_name":"Structural health monitoring","level":2,"score":0.4327999949455261},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42800000309944153},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3765999972820282},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.35510000586509705},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.32850000262260437},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.30880001187324524},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.3084999918937683},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2955999970436096},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.29249998927116394},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.29190000891685486},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2777000069618225},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.2637999951839447},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.25769999623298645},{"id":"https://openalex.org/C138827492","wikidata":"https://www.wikidata.org/wiki/Q6661985","display_name":"Data processing","level":2,"score":0.2515999972820282},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.25049999356269836}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/dese68208.2025.11368218","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dese68208.2025.11368218","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 18th International Conference on Development in eSystem Engineering (DeSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5108142495155334,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W2002283074","https://openalex.org/W2085268330","https://openalex.org/W2775717968","https://openalex.org/W2887597701","https://openalex.org/W2910121883","https://openalex.org/W3019829624","https://openalex.org/W3030727486","https://openalex.org/W3038244721","https://openalex.org/W3038609473","https://openalex.org/W3080613661","https://openalex.org/W3083624737","https://openalex.org/W3088692940","https://openalex.org/W3089266898","https://openalex.org/W3204130547","https://openalex.org/W4214807593","https://openalex.org/W4220967990","https://openalex.org/W4226252340","https://openalex.org/W4283827390","https://openalex.org/W4288780895","https://openalex.org/W4298012222","https://openalex.org/W4312985571","https://openalex.org/W4313574711","https://openalex.org/W4324100845","https://openalex.org/W4328092603","https://openalex.org/W4385626613","https://openalex.org/W4396529237","https://openalex.org/W4400848422","https://openalex.org/W4402135147"],"related_works":[],"abstract_inverted_index":{"The":[0,55,76],"growing":[1],"frequency":[2],"of":[3,16,47,50,62,97,128,141,161],"fissures":[4],"in":[5,107,126,158],"concrete":[6,53,66,104],"construction":[7],"presents":[8],"considerable":[9],"hazards":[10],"to":[11,28,58,73],"the":[12,17,45,48,60,65,113,159],"stability":[13],"and":[14,26,71,130],"security":[15],"structure.":[18],"Because":[19],"traditional":[20],"inspection":[21],"techniques":[22,144],"are":[23],"frequently":[24],"labor-intensive":[25],"prone":[27,72],"human":[29,74],"error,":[30],"automated":[31,115],"solutions":[32],"must":[33],"be":[34,152],"investigated.":[35],"This":[36],"article":[37],"proposes":[38],"a":[39,80,102,153],"convolutional":[40],"neural":[41],"network":[42],"method":[43,83],"for":[44,87],"identification":[46],"presence":[49],"cracks":[51],"on":[52],"surfaces.":[54],"aim":[56],"is":[57,69],"overcome":[59],"shortcomings":[61],"manually":[63],"inspecting":[64],"structure,":[67],"which":[68],"time-consuming":[70],"error.":[75],"study":[77],"shall":[78],"provide":[79],"more":[81],"efficient":[82],"with":[84,94],"better":[85],"accuracy":[86,96],"structure":[88],"monitoring":[89,131],"purposes.":[90],"A":[91],"CNN":[92,146],"model":[93],"remarkable":[95],"93.75%":[98],"was":[99],"trained":[100],"using":[101],"comprehensive":[103],"image":[105],"dataset":[106],"this":[108,135],"study.":[109],"Results":[110],"show":[111],"that":[112,139],"proposed":[114],"approach":[116],"enhances":[117],"not":[118],"only":[119],"structural":[120],"safety":[121],"but":[122],"also":[123],"cost":[124],"savings":[125],"terms":[127],"maintenance":[129],"efficiency.":[132],"Conclusions":[133],"from":[134],"work":[136],"point":[137],"out":[138],"integration":[140],"machine":[142],"learning":[143],"like":[145],"into":[147],"crack":[148],"detection":[149],"systems":[150],"could":[151],"huge":[154],"progress":[155],"toward":[156],"development":[157],"field":[160],"Structural":[162],"Health":[163],"Monitoring.":[164]},"counts_by_year":[],"updated_date":"2026-02-07T06:11:34.122080","created_date":"2026-02-06T00:00:00"}