{"id":"https://openalex.org/W2901700697","doi":"https://doi.org/10.1109/icmlc.2018.8527035","title":"Crack Detection Of Concrete Surface Based On \\Newline Convolutional Neural Networks","display_name":"Crack Detection Of Concrete Surface Based On \\Newline Convolutional Neural Networks","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2901700697","doi":"https://doi.org/10.1109/icmlc.2018.8527035","mag":"2901700697"},"language":"en","primary_location":{"id":"doi:10.1109/icmlc.2018.8527035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2018.8527035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Machine Learning and Cybernetics (ICMLC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5038172177","display_name":"Gang Yao","orcid":"https://orcid.org/0000-0001-6027-3367"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"GANG YAO","raw_affiliation_strings":["Key Laboratory of New Technology for Construction of Cities in Mountain Area, Ministry of Education, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of New Technology for Construction of Cities in Mountain Area, Ministry of Education, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033705829","display_name":"Fujia Wei","orcid":"https://orcid.org/0000-0003-4209-6648"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"FU-JIA WEI","raw_affiliation_strings":["Key Laboratory of New Technology for Construction of Cities in Mountain Area, Ministry of Education, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Key Laboratory of New Technology for Construction of Cities in Mountain Area, Ministry of Education, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020694618","display_name":"Jiye Qian","orcid":"https://orcid.org/0000-0002-1559-912X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"JI-YE QIAN","raw_affiliation_strings":["State Grid Chongqing Electric Power Co. Electric Power Research Institute, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Chongqing Electric Power Co. Electric Power Research Institute, Chongqing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059946015","display_name":"Zhaoguo Wu","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"ZHAO-GUO WU","raw_affiliation_strings":["State Grid Chongqing Electric Power Co. Electric Power Research Institute, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Grid Chongqing Electric Power Co. Electric Power Research Institute, Chongqing, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"246","last_page":"250"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9998999834060669,"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":0.9998999834060669,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9836000204086304,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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":0.9638000130653381,"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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.8115159273147583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6700655817985535},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6665711402893066},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6364058256149292},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.571204423904419},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.5553010106086731},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.527773380279541},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.4112161695957184},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40331828594207764},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3867166340351105},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07615786790847778}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.8115159273147583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6700655817985535},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6665711402893066},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6364058256149292},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.571204423904419},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.5553010106086731},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.527773380279541},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.4112161695957184},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40331828594207764},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3867166340351105},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07615786790847778},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icmlc.2018.8527035","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icmlc.2018.8527035","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Machine Learning and Cybernetics (ICMLC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1964573040","https://openalex.org/W2088826842","https://openalex.org/W2107988451","https://openalex.org/W2112796928","https://openalex.org/W2163605009","https://openalex.org/W2362300861","https://openalex.org/W2511065100","https://openalex.org/W2919115771","https://openalex.org/W6684191040"],"related_works":["https://openalex.org/W4321487865","https://openalex.org/W4313906399","https://openalex.org/W4239306820","https://openalex.org/W4391266461","https://openalex.org/W2590798552","https://openalex.org/W2811106690","https://openalex.org/W2947043951","https://openalex.org/W4399188509","https://openalex.org/W2318112981","https://openalex.org/W2964954556"],"abstract_inverted_index":{"Apparent":[0],"quality":[1,12,21,32],"of":[2,6,10,22,29,33,37,70,87],"concrete":[3,88],"is":[4,39,79,96],"one":[5],"the":[7,20,30,35,49,84,92],"important":[8,17,26],"indexes":[9],"engineering":[11],"assessment,":[13],"occupying":[14],"a":[15,68],"very":[16],"position":[18],"in":[19],"engineering.":[23],"As":[24],"an":[25],"evaluation":[27],"index":[28],"apparent":[31],"concrete,":[34],"detection":[36,44],"cracks":[38],"particularly":[40],"important.":[41],"The":[42],"traditional":[43],"method":[45,69],"mainly":[46],"relies":[47],"on":[48,75],"inspection":[50],"personnel":[51],"to":[52],"carry":[53],"out":[54],"on-site":[55],"inspection,":[56],"which":[57,81],"has":[58],"low":[59],"efficiency":[60],"and":[61,91],"large":[62],"environmental":[63],"limitations.":[64],"In":[65],"this":[66],"paper,":[67],"crack":[71],"image":[72],"recognition":[73,86,93],"based":[74],"convolution":[76],"neural":[77],"network":[78],"proposed,":[80],"can":[82],"realize":[83],"automatic":[85],"surface":[89],"cracks,":[90],"accuracy":[94],"rate":[95],"as":[97,99],"high":[98],"93.7%.":[100]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
