{"id":"https://openalex.org/W4386114523","doi":"https://doi.org/10.23919/mva57639.2023.10215688","title":"ASD-EVNet: An Ensemble Vision Network based on Facial Expression for Autism Spectrum Disorder Recognition","display_name":"ASD-EVNet: An Ensemble Vision Network based on Facial Expression for Autism Spectrum Disorder Recognition","publication_year":2023,"publication_date":"2023-07-23","ids":{"openalex":"https://openalex.org/W4386114523","doi":"https://doi.org/10.23919/mva57639.2023.10215688"},"language":"en","primary_location":{"id":"doi:10.23919/mva57639.2023.10215688","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mva57639.2023.10215688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 18th International Conference on Machine Vision and Applications (MVA)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repository.uel.ac.uk/download/25243adc75db06b79b518ea822826bef3554c13e45ce3002b2d4302ebdfc7523/3897671/MVA_2023___Japan.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5092685369","display_name":"Assil Jaby","orcid":null},"institutions":[{"id":"https://openalex.org/I128277893","display_name":"Bah\u00e7e\u015fehir University","ror":"https://ror.org/00yze4d93","country_code":"TR","type":"education","lineage":["https://openalex.org/I128277893"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Assil Jaby","raw_affiliation_strings":["Bahcesehir University,Istanbul,Turkey","Bahcesehir University, Istanbul, Turkey"],"affiliations":[{"raw_affiliation_string":"Bahcesehir University,Istanbul,Turkey","institution_ids":["https://openalex.org/I128277893"]},{"raw_affiliation_string":"Bahcesehir University, Istanbul, Turkey","institution_ids":["https://openalex.org/I128277893"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033078932","display_name":"Md Baharul Islam","orcid":"https://orcid.org/0000-0002-9928-5776"},"institutions":[{"id":"https://openalex.org/I128277893","display_name":"Bah\u00e7e\u015fehir University","ror":"https://ror.org/00yze4d93","country_code":"TR","type":"education","lineage":["https://openalex.org/I128277893"]},{"id":"https://openalex.org/I197854408","display_name":"University of Malta","ror":"https://ror.org/03a62bv60","country_code":"MT","type":"education","lineage":["https://openalex.org/I197854408"]}],"countries":["MT","TR"],"is_corresponding":false,"raw_author_name":"Md Baharul Islam","raw_affiliation_strings":["Bahcesehir University,Turkey","American University of Malta","Bahcesehir University, Turkey"],"affiliations":[{"raw_affiliation_string":"Bahcesehir University,Turkey","institution_ids":["https://openalex.org/I128277893"]},{"raw_affiliation_string":"American University of Malta","institution_ids":["https://openalex.org/I197854408"]},{"raw_affiliation_string":"Bahcesehir University, Turkey","institution_ids":["https://openalex.org/I128277893"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049700514","display_name":"Md Atiqur Rahman Ahad","orcid":"https://orcid.org/0000-0001-8355-7004"},"institutions":[{"id":"https://openalex.org/I157227730","display_name":"University of East London","ror":"https://ror.org/057jrqr44","country_code":"GB","type":"education","lineage":["https://openalex.org/I157227730"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Md Atiqur Rahman Ahad","raw_affiliation_strings":["University of East London,London,UK","University of East London, London, UK"],"affiliations":[{"raw_affiliation_string":"University of East London,London,UK","institution_ids":["https://openalex.org/I157227730"]},{"raw_affiliation_string":"University of East London, London, UK","institution_ids":["https://openalex.org/I157227730"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5092685369"],"corresponding_institution_ids":["https://openalex.org/I128277893"],"apc_list":null,"apc_paid":null,"fwci":1.5788,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.82608617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T12207","display_name":"Assistive Technology in Communication and Mobility","score":0.95660001039505,"subfield":{"id":"https://openalex.org/subfields/3609","display_name":"Occupational Therapy"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12060","display_name":"Child Development and Digital Technology","score":0.9369999766349792,"subfield":{"id":"https://openalex.org/subfields/3304","display_name":"Education"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.8349732160568237},{"id":"https://openalex.org/keywords/facial-expression-recognition","display_name":"Facial expression recognition","score":0.6570548415184021},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.5572009086608887},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5180125832557678},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.46789538860321045},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4498889446258545},{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.4473438262939453},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.4375951290130615},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4273050129413605},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.35423344373703003},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.33894073963165283},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.29524320363998413},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.0985369086265564}],"concepts":[{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.8349732160568237},{"id":"https://openalex.org/C2987714656","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Facial expression recognition","level":4,"score":0.6570548415184021},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.5572009086608887},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5180125832557678},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.46789538860321045},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4498889446258545},{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.4473438262939453},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.4375951290130615},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4273050129413605},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.35423344373703003},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.33894073963165283},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.29524320363998413},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0985369086265564},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.23919/mva57639.2023.10215688","is_oa":false,"landing_page_url":"https://doi.org/10.23919/mva57639.2023.10215688","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 18th International Conference on Machine Vision and Applications (MVA)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.uel.ac.uk:8y99z","is_oa":true,"landing_page_url":"https://repository.uel.ac.uk/download/25243adc75db06b79b518ea822826bef3554c13e45ce3002b2d4302ebdfc7523/3897671/MVA_2023___Japan.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401301","display_name":"UEL Research Repository (University of East London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I157227730","host_organization_name":"University of East London","host_organization_lineage":["https://openalex.org/I157227730"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference-paper"}],"best_oa_location":{"id":"pmh:oai:repository.uel.ac.uk:8y99z","is_oa":true,"landing_page_url":"https://repository.uel.ac.uk/download/25243adc75db06b79b518ea822826bef3554c13e45ce3002b2d4302ebdfc7523/3897671/MVA_2023___Japan.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306401301","display_name":"UEL Research Repository (University of East London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I157227730","host_organization_name":"University of East London","host_organization_lineage":["https://openalex.org/I157227730"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference-paper"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7300000190734863}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W2067583440","https://openalex.org/W2164551677","https://openalex.org/W2263602591","https://openalex.org/W2339747551","https://openalex.org/W2565984219","https://openalex.org/W2790175216","https://openalex.org/W2949676527","https://openalex.org/W2966886218","https://openalex.org/W2968767209","https://openalex.org/W3025027487","https://openalex.org/W3091624500","https://openalex.org/W3131500185","https://openalex.org/W3160465506","https://openalex.org/W3210155031","https://openalex.org/W4205175089","https://openalex.org/W4205904171","https://openalex.org/W4214539404","https://openalex.org/W4226247407","https://openalex.org/W4291722303","https://openalex.org/W4372266769"],"related_works":["https://openalex.org/W4205986151","https://openalex.org/W2355913164","https://openalex.org/W2162992774","https://openalex.org/W1153638794","https://openalex.org/W2168968280","https://openalex.org/W2116055069","https://openalex.org/W2901126000","https://openalex.org/W4323520705","https://openalex.org/W2356663679","https://openalex.org/W3027190010"],"abstract_inverted_index":{"Autism":[0],"Spectrum":[1],"Disorder":[2],"(ASD)":[3],"is":[4],"a":[5,61,134],"neurodevelopmental":[6],"disorder":[7],"that":[8,139],"affects":[9],"individuals\u2019":[10],"social":[11],"interaction,":[12],"communication,":[13],"and":[14,18,25,46,64,94,130,146],"behavior.":[15],"Early":[16],"diagnosis":[17,56],"intervention":[19],"are":[20,36],"critical":[21],"for":[22,33,76,111],"the":[23,52,97,123,126,140],"well-being":[24],"development":[26],"of":[27,54,106,125],"children":[28,112],"with":[29,39],"ASD.":[30],"Available":[31],"methods":[32],"diagnosing":[34],"ASD":[35,55,71,78,98,109,152],"unpredictable":[37],"(or":[38],"limited":[40,65],"accuracy)":[41],"or":[42],"require":[43],"significant":[44],"time":[45],"resources.":[47],"We":[48,100],"aim":[49],"to":[50,133],"enhance":[51],"precision":[53],"by":[57,121],"utilizing":[58],"facial":[59,81,107,155],"expressions,":[60],"readily":[62],"accessible":[63],"time-consuming":[66],"approach.":[67],"This":[68],"paper":[69],"presents":[70],"Ensemble":[72],"Vision":[73,87],"Network":[74],"(ASD-EVNet)":[75],"recognizing":[77],"based":[79,153],"on":[80,92,96,154],"expressions.":[82,156],"The":[83,114],"model":[84,117,144],"utilizes":[85],"three":[86,127],"Transformer":[88],"(ViT)":[89],"architectures,":[90],"pre-trained":[91],"imageNet-21K":[93],"fine-tuned":[95],"dataset.":[99],"also":[101],"develop":[102],"an":[103],"extensive":[104],"collection":[105],"expression-based":[108],"dataset":[110],"(FADC).":[113],"ensemble":[115,142],"learning":[116,143],"was":[118],"then":[119],"created":[120],"combining":[122],"predictions":[124],"ViT":[128],"models":[129],"feeding":[131],"it":[132],"classifier.":[135],"Our":[136],"experiments":[137],"demonstrate":[138],"proposed":[141],"outperforms":[145],"achieves":[147],"state-of-the-art":[148],"results":[149],"in":[150],"detecting":[151]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":2}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
