{"id":"https://openalex.org/W2145513366","doi":"https://doi.org/10.1109/ijcnn.2011.6033562","title":"A texture-based method for classifying cracked concrete surfaces from digital images using neural networks","display_name":"A texture-based method for classifying cracked concrete surfaces from digital images using neural networks","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2145513366","doi":"https://doi.org/10.1109/ijcnn.2011.6033562","mag":"2145513366"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2011.6033562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2011.6033562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2011 International Joint Conference on Neural Networks","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/A5100434658","display_name":"Zhiqiang Chen","orcid":"https://orcid.org/0000-0002-0793-0089"},"institutions":[{"id":"https://openalex.org/I75421653","display_name":"University of Missouri\u2013Kansas City","ror":"https://ror.org/01w0d5g70","country_code":"US","type":"education","lineage":["https://openalex.org/I75421653"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Z. Chen","raw_affiliation_strings":["Department of Civil and Mechanical Engineering, School of Computing and Engineering, University of Missouri-Kansas City, Kansas City, MO, USA","Department of Civil and Mechanical Engineering, School of Computing and Engineering, University of Missouri-Kansas City, 64110 USA"],"affiliations":[{"raw_affiliation_string":"Department of Civil and Mechanical Engineering, School of Computing and Engineering, University of Missouri-Kansas City, Kansas City, MO, USA","institution_ids":["https://openalex.org/I75421653"]},{"raw_affiliation_string":"Department of Civil and Mechanical Engineering, School of Computing and Engineering, University of Missouri-Kansas City, 64110 USA","institution_ids":["https://openalex.org/I75421653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103133910","display_name":"Reza Derakhshani","orcid":"https://orcid.org/0000-0002-2351-1730"},"institutions":[{"id":"https://openalex.org/I75421653","display_name":"University of Missouri\u2013Kansas City","ror":"https://ror.org/01w0d5g70","country_code":"US","type":"education","lineage":["https://openalex.org/I75421653"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"R. R. Derakhshani","raw_affiliation_strings":["Department of Computer Science Electrical Engineering, School of Computing and Engineering, University of Missouri-Kansas City, Kansas, MO, USA","Department of Computer Science Electrical Engineering, School of Computing and Engineering, University of Missouri-Kansas City, 64110 USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science Electrical Engineering, School of Computing and Engineering, University of Missouri-Kansas City, Kansas, MO, USA","institution_ids":["https://openalex.org/I75421653"]},{"raw_affiliation_string":"Department of Computer Science Electrical Engineering, School of Computing and Engineering, University of Missouri-Kansas City, 64110 USA","institution_ids":["https://openalex.org/I75421653"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050778175","display_name":"Ceki Halmen","orcid":"https://orcid.org/0000-0002-0441-1515"},"institutions":[{"id":"https://openalex.org/I75421653","display_name":"University of Missouri\u2013Kansas City","ror":"https://ror.org/01w0d5g70","country_code":"US","type":"education","lineage":["https://openalex.org/I75421653"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"C. Halmen","raw_affiliation_strings":["Department of Civil and Mechanical Engineering, School of Computing and Engineering, University of Missouri-Kansas City, Kansas, MO, USA","Department of Civil and Mechanical Engineering, School of Computing and Engineering, University of Missouri-Kansas City, 64110 USA"],"affiliations":[{"raw_affiliation_string":"Department of Civil and Mechanical Engineering, School of Computing and Engineering, University of Missouri-Kansas City, Kansas, MO, USA","institution_ids":["https://openalex.org/I75421653"]},{"raw_affiliation_string":"Department of Civil and Mechanical Engineering, School of Computing and Engineering, University of Missouri-Kansas City, 64110 USA","institution_ids":["https://openalex.org/I75421653"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030173517","display_name":"John T. Kevern","orcid":"https://orcid.org/0000-0003-0038-4107"},"institutions":[{"id":"https://openalex.org/I75421653","display_name":"University of Missouri\u2013Kansas City","ror":"https://ror.org/01w0d5g70","country_code":"US","type":"education","lineage":["https://openalex.org/I75421653"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"J. T. Kevern","raw_affiliation_strings":["Department of Civil and Mechanical Engineering, School of Computing and Engineering, University of Missouri-Kansas City, Kansas, MO, USA","Department of Civil and Mechanical Engineering, School of Computing and Engineering, University of Missouri-Kansas City, 64110 USA"],"affiliations":[{"raw_affiliation_string":"Department of Civil and Mechanical Engineering, School of Computing and Engineering, University of Missouri-Kansas City, Kansas, MO, USA","institution_ids":["https://openalex.org/I75421653"]},{"raw_affiliation_string":"Department of Civil and Mechanical Engineering, School of Computing and Engineering, University of Missouri-Kansas City, 64110 USA","institution_ids":["https://openalex.org/I75421653"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100434658"],"corresponding_institution_ids":["https://openalex.org/I75421653"],"apc_list":null,"apc_paid":null,"fwci":1.5934,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.86253127,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"2632","last_page":"2637"},"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/T11609","display_name":"Geophysical Methods and Applications","score":0.982699990272522,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9800000190734863,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7020835876464844},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6608397960662842},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6280891299247742},{"id":"https://openalex.org/keywords/salient","display_name":"Salient","score":0.58907151222229},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5730891227722168},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.5335462689399719},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.47541695833206177},{"id":"https://openalex.org/keywords/macro","display_name":"Macro","score":0.46654295921325684},{"id":"https://openalex.org/keywords/gray-level","display_name":"Gray level","score":0.4612528085708618},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4390195906162262},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.20139139890670776}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7020835876464844},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6608397960662842},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6280891299247742},{"id":"https://openalex.org/C2780719617","wikidata":"https://www.wikidata.org/wiki/Q1030752","display_name":"Salient","level":2,"score":0.58907151222229},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5730891227722168},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.5335462689399719},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.47541695833206177},{"id":"https://openalex.org/C166955791","wikidata":"https://www.wikidata.org/wiki/Q629579","display_name":"Macro","level":2,"score":0.46654295921325684},{"id":"https://openalex.org/C2985861186","wikidata":"https://www.wikidata.org/wiki/Q685727","display_name":"Gray level","level":3,"score":0.4612528085708618},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4390195906162262},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.20139139890670776},{"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:10.1109/ijcnn.2011.6033562","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2011.6033562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2011 International Joint Conference on Neural Networks","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.7200000286102295}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W152683297","https://openalex.org/W1564419782","https://openalex.org/W1569512666","https://openalex.org/W1601795611","https://openalex.org/W1663973292","https://openalex.org/W1972482345","https://openalex.org/W1981795450","https://openalex.org/W1994160847","https://openalex.org/W2005029343","https://openalex.org/W2015139878","https://openalex.org/W2033318022","https://openalex.org/W2034813836","https://openalex.org/W2071264390","https://openalex.org/W2100143326","https://openalex.org/W2108082645","https://openalex.org/W2113690621","https://openalex.org/W2148633389","https://openalex.org/W2158698691","https://openalex.org/W2166509751","https://openalex.org/W2171407258","https://openalex.org/W2524558858","https://openalex.org/W2539991656","https://openalex.org/W2998216295","https://openalex.org/W4242461735","https://openalex.org/W4285719527","https://openalex.org/W6606209374","https://openalex.org/W7066667914"],"related_works":["https://openalex.org/W2580345890","https://openalex.org/W1967418220","https://openalex.org/W2170701234","https://openalex.org/W2089413146","https://openalex.org/W2538748790","https://openalex.org/W2095296133","https://openalex.org/W1983099402","https://openalex.org/W2034304909","https://openalex.org/W2393505456","https://openalex.org/W2165984708"],"abstract_inverted_index":{"Using":[0],"a":[1],"dSLR":[2],"camera":[3],"with":[4,19],"macro":[5],"LED":[6],"light,":[7],"11":[8],"samples":[9],"containing":[10],"light":[11],"and":[12,21],"moderately":[13],"cracked":[14],"concrete":[15,59],"surfaces":[16],"were":[17,32,39,44],"imaged":[18],"perpendicular":[20],"angled":[22],"illumination.":[23],"Textural":[24],"features":[25,38],"from":[26,34],"gray":[27],"level":[28],"co-occurrence":[29],"matrix":[30],"statistics":[31],"derived,":[33],"which":[35],"3-6":[36],"salient":[37],"selected.":[40],"Cross":[41],"validation":[42],"accuracies":[43],"as":[45,47],"high":[46],"94%":[48],"using":[49,62],"neural":[50],"network":[51],"classifiers,":[52],"indicating":[53],"the":[54],"feasibility":[55],"of":[56],"rapid,":[57],"automatic":[58],"cracking":[60],"assessment":[61],"COTS":[63],"digital":[64],"imaging.":[65]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
