{"id":"https://openalex.org/W4405600085","doi":"https://doi.org/10.1109/access.2024.3520343","title":"SEAD: Segment Element-Based Anomaly Detection","display_name":"SEAD: Segment Element-Based Anomaly Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4405600085","doi":"https://doi.org/10.1109/access.2024.3520343"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3520343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3520343","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2024.3520343","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5113019733","display_name":"K. Hattori","orcid":"https://orcid.org/0009-0008-8704-6904"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Kosaburo Hattori","raw_affiliation_strings":["College of Science and Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan","College of Science and Engineering, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu, Shiga, Japan"],"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"College of Science and Engineering, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053005436","display_name":"Ryuto Ishibashi","orcid":"https://orcid.org/0009-0000-3161-2200"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Ryuto Ishibashi","raw_affiliation_strings":["College of Science and Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan","College of Science and Engineering, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu, Shiga, Japan"],"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"College of Science and Engineering, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050351696","display_name":"Hayata Kaneko","orcid":null},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hayata Kaneko","raw_affiliation_strings":["College of Science and Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan","College of Science and Engineering, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu, Shiga, Japan"],"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"College of Science and Engineering, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027358012","display_name":"Tomonori Izumi","orcid":"https://orcid.org/0000-0002-3404-5632"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Tomonori Izumi","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan","Department of Electronic and Computer Engineering, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu, Shiga, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076579498","display_name":"Lin Meng","orcid":"https://orcid.org/0000-0003-4351-6923"},"institutions":[{"id":"https://openalex.org/I135768898","display_name":"Ritsumeikan University","ror":"https://ror.org/0197nmd03","country_code":"JP","type":"education","lineage":["https://openalex.org/I135768898","https://openalex.org/I4390039241"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Lin Meng","raw_affiliation_strings":["Department of Electronic and Computer Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan","Department of Electronic and Computer Engineering, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu, Shiga, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Ritsumeikan University, Kusatsu, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]},{"raw_affiliation_string":"Department of Electronic and Computer Engineering, Ritsumeikan University, 1-1-1 Noji-higashi, Kusatsu, Shiga, Japan","institution_ids":["https://openalex.org/I135768898"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5113019733"],"corresponding_institution_ids":["https://openalex.org/I135768898"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.7252,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.77983726,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"12","issue":null,"first_page":"193653","last_page":"193662"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.8335999846458435,"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":0.8335999846458435,"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":0.7669000029563904,"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/computer-science","display_name":"Computer science","score":0.6816454529762268},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6191823482513428},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.41791003942489624},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3460995852947235},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.053019165992736816}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6816454529762268},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6191823482513428},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.41791003942489624},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3460995852947235},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.053019165992736816},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3520343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3520343","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:92bda988b4134a1e974faf53973e40e6","is_oa":true,"landing_page_url":"https://doaj.org/article/92bda988b4134a1e974faf53973e40e6","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 193653-193662 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3520343","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3520343","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life below water","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/14"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W2108598243","https://openalex.org/W2110764733","https://openalex.org/W2133059825","https://openalex.org/W2560609797","https://openalex.org/W2599354622","https://openalex.org/W2948982773","https://openalex.org/W2963078159","https://openalex.org/W3156880769","https://openalex.org/W3159481202","https://openalex.org/W3169651898","https://openalex.org/W4212874935","https://openalex.org/W4214694907","https://openalex.org/W4312605624","https://openalex.org/W4312772600","https://openalex.org/W4313555484","https://openalex.org/W4372341889","https://openalex.org/W4381986098","https://openalex.org/W4386065385","https://openalex.org/W4386076112","https://openalex.org/W4386632296","https://openalex.org/W4387490275","https://openalex.org/W4387968357","https://openalex.org/W4390873025","https://openalex.org/W4390873795","https://openalex.org/W4391308398","https://openalex.org/W4394597908","https://openalex.org/W4394625793","https://openalex.org/W4402917075","https://openalex.org/W4404782964","https://openalex.org/W6637131181","https://openalex.org/W6775204614","https://openalex.org/W6777869702","https://openalex.org/W6785596320","https://openalex.org/W6802573413","https://openalex.org/W6803919275","https://openalex.org/W6850627631","https://openalex.org/W6858057904","https://openalex.org/W6873055735","https://openalex.org/W6873968242"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2667207928","https://openalex.org/W2912112202","https://openalex.org/W4377864969","https://openalex.org/W3120251014"],"abstract_inverted_index":{"Anomaly":[0],"detection":[1,15,68,183,202],"in":[2,11,37,40,148],"images":[3,113,150],"is":[4],"crucial":[5],"for":[6],"the":[7,34,49,74,92,119,135,140,156,160,166,170,175,180,188,193,205,214],"quality":[8],"control":[9],"process":[10],"manufacturing.":[12],"Existing":[13],"anomaly":[14,67,167,176,182,201],"methods":[16,56,203],"have":[17],"achieved":[18],"high":[19],"accuracy":[20,86],"on":[21,73,204],"many":[22],"public":[23],"datasets,":[24],"which":[25,77,105],"typically":[26],"include":[27],"structural":[28,43,80,107],"anomalies":[29,46,83,110,153],"that":[30,47,138,213],"affect":[31,48],"part":[32],"of":[33,91,145,179,187,220,224],"image.":[35],"However,":[36],"real-world":[38],"scenarios,":[39],"addition":[41],"to":[42,59,124,173,199],"anomalies,":[44],"logical":[45,82,109],"entire":[50],"image":[51,93,127],"can":[52,78],"occur,":[53],"and":[54,81,108,142,151],"these":[55],"often":[57],"struggle":[58],"detect":[60,79],"them.":[61],"Therefore,":[62],"this":[63],"paper":[64],"proposes":[65],"an":[66,218],"method":[69,195,216],"called":[70],"\u201cSEAD\u201d,":[71],"based":[72],"conventional":[75,181],"\u201cComAD\u201d,":[76],"with":[84,111,185],"higher":[85],"while":[87],"segmenting":[88],"each":[89,100,126,146],"element":[90,147],"more":[94],"flexibly.":[95],"Specifically,":[96],"SEAD":[97,116,133,164],"involves":[98],"annotating":[99],"MVTec":[101,206],"LOCO":[102,207],"dataset":[103,172],"category":[104],"contains":[106],"five":[112],"per":[114],"category.":[115],"then":[117],"employs":[118],"few-shot":[120],"segmentation":[121],"model":[122,184],"\u201cSegGPT\u201d":[123],"segment":[125],"into":[128],"multiple":[129],"elements.":[130],"Following":[131],"this,":[132],"constructs":[134],"memory":[136],"bank":[137],"stores":[139],"color":[141],"pixel":[143],"count":[144],"normal":[149],"detects":[152],"by":[154,196],"measuring":[155],"Euclidean":[157],"distance":[158],"from":[159],"test":[161],"images.":[162],"Additionally,":[163],"normalises":[165],"scores":[168],"using":[169],"evaluation":[171],"align":[174],"score":[177],"scales":[178],"those":[186],"proposed":[189,194,215],"model.":[190],"Experiments":[191],"validate":[192],"comparing":[197],"it":[198],"previous":[200],"dataset.":[208],"The":[209],"experimental":[210],"results":[211],"show":[212],"achieves":[217],"AUROC":[219],"91.2%":[221],"(an":[222],"improvement":[223],"2.2%),":[225],"demonstrating":[226],"its":[227],"superiority":[228],"over":[229],"existing":[230],"methods.":[231]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
