{"id":"https://openalex.org/W4214818433","doi":"https://doi.org/10.1109/icaiic54071.2022.9722663","title":"Vision Anomaly Detection Using Self-Gated Rectified Linear Unit","display_name":"Vision Anomaly Detection Using Self-Gated Rectified Linear Unit","publication_year":2022,"publication_date":"2022-02-21","ids":{"openalex":"https://openalex.org/W4214818433","doi":"https://doi.org/10.1109/icaiic54071.2022.9722663"},"language":"en","primary_location":{"id":"doi:10.1109/icaiic54071.2022.9722663","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic54071.2022.9722663","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","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/A5103052801","display_name":"Israt Jahan","orcid":"https://orcid.org/0000-0003-1155-9208"},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]},{"id":"https://openalex.org/I200606013","display_name":"Daffodil International University","ror":"https://ror.org/052t4a858","country_code":"BD","type":"education","lineage":["https://openalex.org/I200606013"]}],"countries":["BD","KR"],"is_corresponding":true,"raw_author_name":"Israt Jahan","raw_affiliation_strings":["Kookmin University,Department of Electronics Engineering,Seoul,South Korea,02707","Department of Electrical and Electronic Engineering, Daffodil International University, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Kookmin University,Department of Electronics Engineering,Seoul,South Korea,02707","institution_ids":["https://openalex.org/I110273157"]},{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, Daffodil International University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I200606013"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058601378","display_name":"Md. Osman Ali","orcid":"https://orcid.org/0000-0003-3104-0745"},"institutions":[{"id":"https://openalex.org/I315729180","display_name":"Noakhali Science and Technology University","ror":"https://ror.org/05q9we431","country_code":"BD","type":"education","lineage":["https://openalex.org/I315729180"]},{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["BD","KR"],"is_corresponding":false,"raw_author_name":"Md. Osman Ali","raw_affiliation_strings":["Kookmin University,Department of Electronics Engineering,Seoul,South Korea,02707","Deptment of Electrical and Electronic Engineering, Noakhali Science and Technology University, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Kookmin University,Department of Electronics Engineering,Seoul,South Korea,02707","institution_ids":["https://openalex.org/I110273157"]},{"raw_affiliation_string":"Deptment of Electrical and Electronic Engineering, Noakhali Science and Technology University, Bangladesh","institution_ids":["https://openalex.org/I315729180"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101909845","display_name":"Md. Habibur Rahman","orcid":"https://orcid.org/0000-0002-6162-4517"},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Md. Habibur Rahman","raw_affiliation_strings":["Kookmin University,Department of Electronics Engineering,Seoul,South Korea,02707"],"affiliations":[{"raw_affiliation_string":"Kookmin University,Department of Electronics Engineering,Seoul,South Korea,02707","institution_ids":["https://openalex.org/I110273157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052619633","display_name":"ByungDeok Chung","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"ByungDeok Chung","raw_affiliation_strings":["ENS. Co. Ltd.,Ansan,South Korea,15655"],"affiliations":[{"raw_affiliation_string":"ENS. Co. Ltd.,Ansan,South Korea,15655","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022518982","display_name":"Yeong Min Jang","orcid":"https://orcid.org/0000-0002-9963-303X"},"institutions":[{"id":"https://openalex.org/I110273157","display_name":"Kookmin University","ror":"https://ror.org/0049erg63","country_code":"KR","type":"education","lineage":["https://openalex.org/I110273157"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Yeong Min Jang","raw_affiliation_strings":["Kookmin University,Department of Electronics Engineering,Seoul,South Korea,02707"],"affiliations":[{"raw_affiliation_string":"Kookmin University,Department of Electronics Engineering,Seoul,South Korea,02707","institution_ids":["https://openalex.org/I110273157"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5103052801"],"corresponding_institution_ids":["https://openalex.org/I110273157","https://openalex.org/I200606013"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.01649423,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"200","last_page":"203"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9955999851226807,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.995199978351593,"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/anomaly-detection","display_name":"Anomaly detection","score":0.7203726768493652},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6712506413459778},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6452290415763855},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.6253978610038757},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5519397854804993},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47806742787361145},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4545896649360657},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4354255497455597},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.407809853553772},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14434638619422913}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.7203726768493652},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6712506413459778},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6452290415763855},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.6253978610038757},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5519397854804993},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47806742787361145},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4545896649360657},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4354255497455597},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.407809853553772},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14434638619422913},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icaiic54071.2022.9722663","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic54071.2022.9722663","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 International Conference on Artificial Intelligence in Information and Communication (ICAIIC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320337495","display_name":"Technology Development","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1665214252","https://openalex.org/W2113101204","https://openalex.org/W2156387975","https://openalex.org/W2963285578","https://openalex.org/W2963454111","https://openalex.org/W3023212902","https://openalex.org/W3201784216","https://openalex.org/W4205185142","https://openalex.org/W4320930577","https://openalex.org/W6637242042","https://openalex.org/W6682889407","https://openalex.org/W6685562342","https://openalex.org/W6739879593","https://openalex.org/W6746023985","https://openalex.org/W6801901291"],"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/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4377864969","https://openalex.org/W2972971679"],"abstract_inverted_index":{"In":[0],"the":[1,38,59,68],"area":[2],"of":[3,52,78],"image":[4,23],"processing":[5],"and":[6,15,37,67],"computer":[7],"vision,":[8],"visual":[9],"anomaly":[10,19],"detection":[11,20],"is":[12,61,73],"a":[13,25,47],"critical":[14],"difficult":[16],"task.":[17],"For":[18],"in":[21],"surface":[22],"data,":[24],"customized":[26],"neural":[27],"network":[28],"incorporating":[29],"self-gated":[30],"rectified":[31],"linear":[32],"unit":[33],"(SGReLU)":[34],"was":[35],"designed,":[36],"SGReLU-based":[39],"model":[40],"excelled":[41],"other":[42,84],"activation":[43,85],"function-based":[44],"models":[45],"with":[46],"top-20":[48,69],"average":[49,70],"test":[50,71],"accuracy":[51],"99.84%.":[53],"The":[54],"computational":[55],"time":[56],"needed":[57],"for":[58,64],"operation":[60],"10533":[62],"s":[63],"20":[65],"epochs":[66],"loss":[72],"0.0125":[74],"using":[75],"SGReLU,":[76],"both":[77],"them":[79],"were":[80],"comparatively":[81],"less":[82],"than":[83],"functions.":[86]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}