{"id":"https://openalex.org/W2910595231","doi":"https://doi.org/10.1109/iros.2018.8594177","title":"CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism","display_name":"CultureNet: A Deep Learning Approach for Engagement Intensity Estimation from Face Images of Children with Autism","publication_year":2018,"publication_date":"2018-10-01","ids":{"openalex":"https://openalex.org/W2910595231","doi":"https://doi.org/10.1109/iros.2018.8594177","mag":"2910595231"},"language":"en","primary_location":{"id":"doi:10.1109/iros.2018.8594177","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iros.2018.8594177","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://opus.bibliothek.uni-augsburg.de/opus4/files/71716/71716.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038571306","display_name":"Ognjen Rudovic","orcid":"https://orcid.org/0000-0003-1165-6075"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Ognjen Rudovic","raw_affiliation_strings":["Massachusetts Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029145457","display_name":"Yuria Utsumi","orcid":null},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yuria Utsumi","raw_affiliation_strings":["Massachusetts Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056278422","display_name":"Jaeryoung Lee","orcid":"https://orcid.org/0000-0002-7151-8232"},"institutions":[{"id":"https://openalex.org/I184937672","display_name":"Chubu University","ror":"https://ror.org/02sps0775","country_code":"JP","type":"education","lineage":["https://openalex.org/I184937672"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Jaeryoung Lee","raw_affiliation_strings":["Chubu University, Japan"],"affiliations":[{"raw_affiliation_string":"Chubu University, Japan","institution_ids":["https://openalex.org/I184937672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022316351","display_name":"Javier Hernandez","orcid":"https://orcid.org/0000-0001-9504-5217"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Javier Hernandez","raw_affiliation_strings":["Massachusetts Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003652219","display_name":"Eduardo Castell\u00f3 Ferrer","orcid":"https://orcid.org/0000-0001-9761-1980"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Eduardo Castello Ferrer","raw_affiliation_strings":["Massachusetts Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, USA","institution_ids":["https://openalex.org/I63966007"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043060302","display_name":"Bj\u00f6rn W. Schuller","orcid":"https://orcid.org/0000-0002-6478-8699"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bjorn Schuller","raw_affiliation_strings":["Augsburg University, Germany"],"affiliations":[{"raw_affiliation_string":"Augsburg University, Germany","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087366916","display_name":"Rosalind W. Picard","orcid":"https://orcid.org/0000-0002-5661-0022"},"institutions":[{"id":"https://openalex.org/I63966007","display_name":"Massachusetts Institute of Technology","ror":"https://ror.org/042nb2s44","country_code":"US","type":"education","lineage":["https://openalex.org/I63966007"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rosalind W. Picard","raw_affiliation_strings":["Massachusetts Institute of Technology, USA"],"affiliations":[{"raw_affiliation_string":"Massachusetts Institute of Technology, USA","institution_ids":["https://openalex.org/I63966007"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5038571306"],"corresponding_institution_ids":["https://openalex.org/I63966007"],"apc_list":null,"apc_paid":null,"fwci":3.0523,"has_fulltext":false,"cited_by_count":83,"citation_normalized_percentile":{"value":0.919084,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"339","last_page":"346"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10106","display_name":"Autism Spectrum Disorder Research","score":1.0,"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":1.0,"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/T11135","display_name":"Virology and Viral Diseases","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11772","display_name":"Genetics and Neurodevelopmental Disorders","score":0.9344000220298767,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/autism","display_name":"Autism","score":0.8567596673965454},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.6596878170967102},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.651085376739502},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.6331666111946106},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5874370336532593},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5850932598114014},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5007262229919434},{"id":"https://openalex.org/keywords/autism-spectrum-disorder","display_name":"Autism spectrum disorder","score":0.4974232017993927},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.49694135785102844},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.49306318163871765},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4327073097229004},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.40749043226242065},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.3596234917640686},{"id":"https://openalex.org/keywords/developmental-psychology","display_name":"Developmental psychology","score":0.2860601842403412}],"concepts":[{"id":"https://openalex.org/C205778803","wikidata":"https://www.wikidata.org/wiki/Q38404","display_name":"Autism","level":2,"score":0.8567596673965454},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.6596878170967102},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.651085376739502},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.6331666111946106},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5874370336532593},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5850932598114014},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5007262229919434},{"id":"https://openalex.org/C2778538070","wikidata":"https://www.wikidata.org/wiki/Q1436063","display_name":"Autism spectrum disorder","level":3,"score":0.4974232017993927},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.49694135785102844},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.49306318163871765},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4327073097229004},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.40749043226242065},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.3596234917640686},{"id":"https://openalex.org/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.2860601842403412},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/iros.2018.8594177","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iros.2018.8594177","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)","raw_type":"proceedings-article"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:71716","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bvb:384-opus4-717167","pdf_url":"https://opus.bibliothek.uni-augsburg.de/opus4/files/71716/71716.pdf","source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"bookpart"},{"id":"pmh:oai:dspace.mit.edu:1721.1/137990","is_oa":true,"landing_page_url":"https://hdl.handle.net/1721.1/137990","pdf_url":null,"source":{"id":"https://openalex.org/S4306400425","display_name":"DSpace@MIT (Massachusetts Institute of Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63966007","host_organization_name":"Massachusetts Institute of Technology","host_organization_lineage":["https://openalex.org/I63966007"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"MIT web domain","raw_type":"http://purl.org/eprint/type/ConferencePaper"}],"best_oa_location":{"id":"pmh:oai:uni-augsburg.opus-bayern.de:71716","is_oa":true,"landing_page_url":"https://nbn-resolving.org/urn:nbn:de:bvb:384-opus4-717167","pdf_url":"https://opus.bibliothek.uni-augsburg.de/opus4/files/71716/71716.pdf","source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"bookpart"},"sustainable_development_goals":[{"score":0.7799999713897705,"id":"https://metadata.un.org/sdg/1","display_name":"No poverty"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W2910595231.pdf"},"referenced_works_count":52,"referenced_works":["https://openalex.org/W15751264","https://openalex.org/W639708223","https://openalex.org/W1901616594","https://openalex.org/W1978618623","https://openalex.org/W1984251914","https://openalex.org/W2000388297","https://openalex.org/W2009086942","https://openalex.org/W2017895125","https://openalex.org/W2056462379","https://openalex.org/W2062914254","https://openalex.org/W2088831794","https://openalex.org/W2092252440","https://openalex.org/W2093410327","https://openalex.org/W2094856020","https://openalex.org/W2100726884","https://openalex.org/W2116591386","https://openalex.org/W2118362081","https://openalex.org/W2141403362","https://openalex.org/W2159190230","https://openalex.org/W2194775991","https://openalex.org/W2402144811","https://openalex.org/W2404901863","https://openalex.org/W2514576630","https://openalex.org/W2589115913","https://openalex.org/W2594877058","https://openalex.org/W2611618328","https://openalex.org/W2613718673","https://openalex.org/W2714672728","https://openalex.org/W2736309598","https://openalex.org/W2745497104","https://openalex.org/W2750299714","https://openalex.org/W2752558629","https://openalex.org/W2769718706","https://openalex.org/W2785722081","https://openalex.org/W2795072727","https://openalex.org/W2919115771","https://openalex.org/W2953384591","https://openalex.org/W3100470991","https://openalex.org/W3157575088","https://openalex.org/W4240195433","https://openalex.org/W4247665917","https://openalex.org/W4256625259","https://openalex.org/W4285719527","https://openalex.org/W4296976275","https://openalex.org/W4297798537","https://openalex.org/W6600656932","https://openalex.org/W6620707391","https://openalex.org/W6643064677","https://openalex.org/W6673735996","https://openalex.org/W6713134421","https://openalex.org/W6742835484","https://openalex.org/W6747859913"],"related_works":["https://openalex.org/W4280602684","https://openalex.org/W4310092953","https://openalex.org/W589679218","https://openalex.org/W2227393071","https://openalex.org/W3133980636","https://openalex.org/W1995350144","https://openalex.org/W620566831","https://openalex.org/W2945184670","https://openalex.org/W3121111470","https://openalex.org/W2013497658"],"abstract_inverted_index":{"Many":[0],"children":[1,38,49,141,168,185,202],"on":[2,179],"autism":[3,65,204],"spectrum":[4],"have":[5,205],"atypical":[6],"behavioral":[7],"expressions":[8],"of":[9,23,30,37,47,62,72,116,136,140,152,164,166,196,212],"engagement":[10,32,154],"compared":[11],"to":[12,121,131,148,171],"their":[13],"neu-rotypical":[14],"peers.":[15],"In":[16],"this":[17],"paper,":[18],"we":[19,42],"investigate":[20],"the":[21,28,44,73,78,91,109,114,117,122,132,137,144,157,173,176,180,190,194,210],"performance":[22,178],"deep":[24,75,101,119,213],"learning":[25,102,214],"models":[26,146],"in":[27,201,209],"task":[29],"automated":[31],"estimation":[33,151,177],"from":[34,183,217],"face":[35,218],"images":[36],"with":[39,50,142,203],"autism.":[40],"Specifically,":[41],"use":[43],"video":[45],"data":[46,111,139,165,182],"30":[48],"different":[51],"cultural":[52,199],"backgrounds":[53],"(Asia":[54],"vs.":[55],"Europe)":[56],"recorded":[57],"during":[58],"a":[59,63,69,99,161],"single":[60],"session":[61],"robot-assisted":[64],"therapy.":[66],"We":[67,96,127],"perform":[68],"thorough":[70],"evaluation":[71],"proposed":[74,118],"architectures":[76],"for":[77],"target":[79,123,153,167],"task,":[80],"including":[81],"within-":[82],"and":[83,93,125,198],"across-culture":[84],"evaluations,":[85],"as":[86,88],"well":[87],"when":[89,112,160],"using":[90],"child-independent":[92,145],"child-dependent":[94],"settings.":[95],"also":[97],"introduce":[98],"novel":[100],"model,":[103],"named":[104],"CultureNet,":[105],"which":[106],"efficiently":[107],"leverages":[108],"multi-cultural":[110],"performing":[113],"adaptation":[115],"architecture":[120],"culture":[124],"child.":[126],"show":[128],"that":[129,193],"due":[130],"highly":[133],"heterogeneous":[134],"nature":[135],"image":[138],"autism,":[143],"lead":[147],"overall":[149],"poor":[150],"levels.":[155],"On":[156],"other":[158],"hand,":[159],"small":[162],"amount":[163],"is":[169,189],"used":[170],"enhance":[172],"model":[174],"learning,":[175],"held-out":[181],"those":[184],"increases":[186],"significantly.":[187],"This":[188],"first":[191],"time":[192],"effects":[195],"individual":[197],"differences":[200],"empirically":[206],"been":[207],"studied":[208],"context":[211],"performed":[215],"directly":[216],"images.":[219]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":16},{"year":2023,"cited_by_count":13},{"year":2022,"cited_by_count":21},{"year":2021,"cited_by_count":9},{"year":2020,"cited_by_count":8},{"year":2019,"cited_by_count":7}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
