{"id":"https://openalex.org/W4389104664","doi":"https://doi.org/10.1109/tim.2023.3336758","title":"Adaptive Context-Aware Distillation for Industrial Image Anomaly Detection","display_name":"Adaptive Context-Aware Distillation for Industrial Image Anomaly Detection","publication_year":2023,"publication_date":"2023-11-28","ids":{"openalex":"https://openalex.org/W4389104664","doi":"https://doi.org/10.1109/tim.2023.3336758"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2023.3336758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3336758","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-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/A5101773128","display_name":"Yuan Jing He","orcid":"https://orcid.org/0000-0002-4031-988X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan He","raw_affiliation_strings":["State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","School of Mechanical Science and Engineering, State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-4031-988X","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Mechanical Science and Engineering, State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004324946","display_name":"Hua Yang","orcid":"https://orcid.org/0000-0002-5430-5630"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Yang","raw_affiliation_strings":["State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","School of Mechanical Science and Engineering, State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-5430-5630","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Mechanical Science and Engineering, State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053892414","display_name":"Zhouping Yin","orcid":"https://orcid.org/0000-0001-5766-2337"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhouping Yin","raw_affiliation_strings":["State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","School of Mechanical Science and Engineering, State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-5766-2337","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Digital Manufacturing Equipment and Technology, School of Mechanical Science and Engineering, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Mechanical Science and Engineering, State Key Laboratory of Digital Manufacturing Equipment and Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3053,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.84688355,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9681000113487244,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9509999752044678,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/distillation","display_name":"Distillation","score":0.7646387219429016},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.703639566898346},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6143984794616699},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6074780821800232},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5034183859825134},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4495571255683899},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.4382960796356201},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3969118297100067},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.0954754650592804}],"concepts":[{"id":"https://openalex.org/C204030448","wikidata":"https://www.wikidata.org/wiki/Q101017","display_name":"Distillation","level":2,"score":0.7646387219429016},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.703639566898346},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6143984794616699},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6074780821800232},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5034183859825134},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4495571255683899},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.4382960796356201},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3969118297100067},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0954754650592804},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2023.3336758","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2023.3336758","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/10"}],"awards":[{"id":"https://openalex.org/G1644914922","display_name":null,"funder_award_id":"2020001006509","funder_id":"https://openalex.org/F4320327067","funder_display_name":"Foshan Science and Technology Bureau"},{"id":"https://openalex.org/G5438592682","display_name":null,"funder_award_id":"2022B0202010001-2","funder_id":"https://openalex.org/F4320336405","funder_display_name":"Special Project for Research and Development in Key areas of Guangdong Province"},{"id":"https://openalex.org/G6348327484","display_name":null,"funder_award_id":"U22A20208","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327067","display_name":"Foshan Science and Technology Bureau","ror":null},{"id":"https://openalex.org/F4320336405","display_name":"Special Project for Research and Development in Key areas of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2117539524","https://openalex.org/W2194775991","https://openalex.org/W2800240267","https://openalex.org/W2842511635","https://openalex.org/W2914570111","https://openalex.org/W2948982773","https://openalex.org/W2963049059","https://openalex.org/W2963140444","https://openalex.org/W3015735225","https://openalex.org/W3034314048","https://openalex.org/W3035665735","https://openalex.org/W3035682985","https://openalex.org/W3048633961","https://openalex.org/W3082184285","https://openalex.org/W3092704883","https://openalex.org/W3106848223","https://openalex.org/W3147184966","https://openalex.org/W3160366495","https://openalex.org/W3161141656","https://openalex.org/W3166166117","https://openalex.org/W3169077988","https://openalex.org/W3169651898","https://openalex.org/W3173345775","https://openalex.org/W4210482049","https://openalex.org/W4212874935","https://openalex.org/W4213114108","https://openalex.org/W4214694907","https://openalex.org/W4224999518","https://openalex.org/W4286380239","https://openalex.org/W4289656451","https://openalex.org/W4289792391","https://openalex.org/W4312274522","https://openalex.org/W4312364701","https://openalex.org/W4312771861","https://openalex.org/W4312772600","https://openalex.org/W4313529846","https://openalex.org/W4319299981","https://openalex.org/W4364366554","https://openalex.org/W4376626035","https://openalex.org/W4384436171","https://openalex.org/W4384519141","https://openalex.org/W4386038340","https://openalex.org/W4386065608","https://openalex.org/W4386065890","https://openalex.org/W6631190155","https://openalex.org/W6638523607","https://openalex.org/W6726497184","https://openalex.org/W6774314701","https://openalex.org/W6777869702","https://openalex.org/W6802573413","https://openalex.org/W6802941974","https://openalex.org/W6811067225","https://openalex.org/W6839143948","https://openalex.org/W6842629762","https://openalex.org/W7016021835"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2404514746","https://openalex.org/W1652783584","https://openalex.org/W2088733771","https://openalex.org/W2958404818"],"abstract_inverted_index":{"Image":[0],"anomaly":[1,18,151],"detection":[2,19,48,152],"is":[3,82,139],"extremely":[4],"challenging":[5],"in":[6,161],"industrial":[7],"manufacturing":[8],"processes":[9],"due":[10,65],"to":[11,39,67,105,129,141],"unforeseen":[12],"and":[13,28,71,96,113,127,163],"diversified":[14],"anomalies.":[15],"Recently,":[16],"unsupervised":[17],"methods":[20,36,119],"based":[21],"on":[22,131],"knowledge":[23,40,72,87,145],"distillation":[24,60,68,79,94,99],"have":[25,29],"been":[26],"developed":[27],"shown":[30],"remarkable":[31],"potential.":[32],"While":[33],"most":[34],"existing":[35],"are":[37,43],"devoted":[38],"generalization,":[41],"they":[42],"inadequate":[44],"for":[45,84],"the":[46,107,115,137,158,167,183],"fine-grained":[47],"task.":[49],"To":[50,134],"address":[51],"this":[52,135],"issue,":[53],"we":[54],"propose":[55],"a":[56,76,171],"novel":[57,77],"adaptive":[58,78],"context-aware":[59,86],"(ACAD)":[61],"paradigm":[62],"that":[63,155],"gives":[64],"consideration":[66],"component":[69],"dependencies":[70],"transfer":[73],"optimization.":[74],"Technically,":[75],"module":[80],"(ADM)":[81],"proposed":[83,102,140],"optimal":[85],"transfer,":[88],"which":[89],"consists":[90],"of":[91,109,185],"contrastive":[92],"decoupling":[93],"(CDD)":[95],"masked":[97],"perceiving":[98],"(MPD).":[100],"The":[101],"CDD":[103],"helps":[104],"constrain":[106],"distribution":[108],"different":[110,143],"semantic":[111],"patterns":[112],"strengthen":[114],"discriminative":[116],"capability.":[117],"Vanilla":[118],"treat":[120],"every":[121],"pixel":[122],"as":[123],"an":[124],"equal":[125],"contribution":[126],"fail":[128],"focus":[130],"critical":[132],"information.":[133],"end,":[136],"MPD":[138],"weigh":[142],"contextual":[144],"adaptively.":[146],"Extensive":[147],"experiments":[148],"with":[149,170],"mainstream":[150],"datasets":[153],"show":[154],"ACAD":[156],"outperforms":[157],"state-of-the-art":[159],"competitors":[160],"accuracy":[162],"efficiency.":[164],"In":[165],"addition,":[166],"experimental":[168],"results":[169],"real-world":[172],"inkjet":[173],"printing":[174],"organic":[175],"electroluminescence":[176],"display":[177],"(OLED)":[178],"panel":[179],"dataset":[180],"further":[181],"demonstrate":[182],"effectiveness":[184],"our":[186],"method.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
