{"id":"https://openalex.org/W4406613026","doi":"https://doi.org/10.1109/smc54092.2024.10831766","title":"MemADet: A Representative Memory Bank Approach for Industrial Image Anomaly Detection","display_name":"MemADet: A Representative Memory Bank Approach for Industrial Image Anomaly Detection","publication_year":2024,"publication_date":"2024-10-06","ids":{"openalex":"https://openalex.org/W4406613026","doi":"https://doi.org/10.1109/smc54092.2024.10831766"},"language":"en","primary_location":{"id":"doi:10.1109/smc54092.2024.10831766","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc54092.2024.10831766","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","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/A5101660399","display_name":"Min Li","orcid":"https://orcid.org/0000-0002-4530-9429"},"institutions":[{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Min Li","raw_affiliation_strings":["Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education,Jinan,China"],"affiliations":[{"raw_affiliation_string":"Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education,Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013557597","display_name":"Jinghui He","orcid":"https://orcid.org/0000-0002-0093-8897"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinghui He","raw_affiliation_strings":["Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education,Jinan,China"],"affiliations":[{"raw_affiliation_string":"Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education,Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010732720","display_name":"Zuobin Ying","orcid":"https://orcid.org/0000-0002-1658-4931"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zuobin Ying","raw_affiliation_strings":["Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education,Jinan,China"],"affiliations":[{"raw_affiliation_string":"Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education,Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100438793","display_name":"Gang Li","orcid":"https://orcid.org/0000-0003-4373-7638"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Li","raw_affiliation_strings":["Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education,Jinan,China"],"affiliations":[{"raw_affiliation_string":"Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education,Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066041146","display_name":"Mingle Zhou","orcid":"https://orcid.org/0000-0003-4911-276X"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingle Zhou","raw_affiliation_strings":["Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education,Jinan,China"],"affiliations":[{"raw_affiliation_string":"Shandong Computer Science Center (National Supercomputer Center in Jinan), Qilu University of Technology (Shandong Academy of Sciences),Key Laboratory of Computing Power Network and Information Security, Ministry of Education,Jinan,China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101660399"],"corresponding_institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"],"apc_list":null,"apc_paid":null,"fwci":0.3454,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70344603,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"2261","last_page":"2266"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9596999883651733,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9596999883651733,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9067000150680542,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6845163106918335},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6120657920837402},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5097362399101257},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44867515563964844},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.40287429094314575},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32424086332321167}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6845163106918335},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6120657920837402},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5097362399101257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44867515563964844},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.40287429094314575},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32424086332321167}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc54092.2024.10831766","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc54092.2024.10831766","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/8","score":0.5400000214576721,"display_name":"Decent work and economic growth"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2948982773","https://openalex.org/W3020939972","https://openalex.org/W3109715690","https://openalex.org/W3118600296","https://openalex.org/W3128209463","https://openalex.org/W3147184966","https://openalex.org/W3166166117","https://openalex.org/W3169651898","https://openalex.org/W3183588514","https://openalex.org/W3194129848","https://openalex.org/W3204520143","https://openalex.org/W3209793239","https://openalex.org/W3212044949","https://openalex.org/W4213114108","https://openalex.org/W4303579235","https://openalex.org/W4312605624","https://openalex.org/W4312772600","https://openalex.org/W4316660730","https://openalex.org/W4319299981","https://openalex.org/W4360766409","https://openalex.org/W4372341889","https://openalex.org/W4379470918","https://openalex.org/W4385195017","https://openalex.org/W4386065775","https://openalex.org/W4390659368","https://openalex.org/W4390872231","https://openalex.org/W4390872785","https://openalex.org/W4390872847","https://openalex.org/W4390873025","https://openalex.org/W4390874443","https://openalex.org/W4390875033","https://openalex.org/W4393147759","https://openalex.org/W4405527864","https://openalex.org/W6763964532","https://openalex.org/W6853053273"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"In":[0],"the":[1,19,35,83,86,90,104,131],"field":[2],"of":[3,22,37,85,106],"industrial":[4,32,118],"production,":[5],"anomaly":[6,39,50,61,97,108,120],"detection":[7,51,62,121,128],"is":[8,137],"crucial":[9],"for":[10,48],"ensuring":[11],"product":[12],"quality":[13],"and":[14,69,93,150],"maintaining":[15],"production":[16],"efficiency.":[17],"With":[18],"continuous":[20],"advancement":[21],"computer":[23],"vision":[24],"technology,":[25],"it":[26],"has":[27],"shown":[28],"tremendous":[29],"potential":[30],"in":[31,41,89,117,153],"applications.":[33],"However,":[34],"scarcity":[36],"labeled":[38],"samples":[40],"real-world":[42],"operating":[43],"environments":[44],"poses":[45],"significant":[46],"challenges":[47],"traditional":[49],"techniques.":[52],"To":[53],"address":[54],"this,":[55],"we":[56],"propose":[57],"MemADet,":[58],"a":[59,71,77,95],"novel":[60],"model":[63],"that":[64,113],"employs":[65,76,94],"an":[66],"unsupervised":[67],"approach":[68],"leverages":[70],"representative":[72],"memory":[73,91],"bank.":[74],"It":[75],"dynamic":[78],"decision":[79],"mechanism":[80,100],"to":[81,101],"control":[82],"representativeness":[84],"features":[87],"stored":[88],"bank,":[92],"weighted":[96],"score":[98],"calculation":[99],"further":[102,138],"enhance":[103],"performance":[105,152],"image":[107,119],"detection.":[109],"Our":[110],"evaluations":[111],"indicate":[112],"MemADet":[114],"performs":[115],"robustly":[116],"across":[122],"three":[123],"datasets,":[124,146],"with":[125],"particularly":[126],"no-table":[127],"accuracy":[129],"on":[130,143],"MVTec":[132],"AD":[133],"dataset.":[134],"Its":[135],"efficacy":[136],"validated":[139],"by":[140],"competitive":[141],"results":[142],"two":[144],"additional":[145],"highlighting":[147],"its":[148],"consistent":[149],"effective":[151],"various":[154],"settings.":[155]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
