{"id":"https://openalex.org/W2342934904","doi":"https://doi.org/10.1109/taffc.2015.2495222","title":"Identifying User-Specific Facial Affects from Spontaneous Expressions with Minimal Annotation","display_name":"Identifying User-Specific Facial Affects from Spontaneous Expressions with Minimal Annotation","publication_year":2015,"publication_date":"2015-10-27","ids":{"openalex":"https://openalex.org/W2342934904","doi":"https://doi.org/10.1109/taffc.2015.2495222","mag":"2342934904"},"language":"en","primary_location":{"id":"doi:10.1109/taffc.2015.2495222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2015.2495222","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"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 Affective Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://stars.library.ucf.edu/scopus2015/3161","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5059880425","display_name":"Michael Xuelin Huang","orcid":"https://orcid.org/0000-0001-5695-2869"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":true,"raw_author_name":"Michael Xuelin Huang","raw_affiliation_strings":["Department of Computing, Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051682329","display_name":"Grace Ngai","orcid":"https://orcid.org/0000-0002-2027-168X"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Grace Ngai","raw_affiliation_strings":["Department of Computing, Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110083332","display_name":"Kien A. Hua","orcid":null},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Kien A. Hua","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, University of Central Florida, FL, Orlando"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, University of Central Florida, FL, Orlando","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064619021","display_name":"Stephen Chan","orcid":"https://orcid.org/0000-0003-0985-1074"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Stephen C.F. Chan","raw_affiliation_strings":["Department of Computing, Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081054998","display_name":"Hong Va Leong","orcid":"https://orcid.org/0000-0001-7682-9032"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Hong Va Leong","raw_affiliation_strings":["Department of Computing, Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5059880425"],"corresponding_institution_ids":["https://openalex.org/I14243506"],"apc_list":null,"apc_paid":null,"fwci":2.916,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.90773767,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"7","issue":"4","first_page":"360","last_page":"373"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T12496","display_name":"Color perception and design","score":0.9884999990463257,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9817000031471252,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.6553256511688232},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.6374589204788208},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5570985674858093},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4308459758758545},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3827320337295532},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38202279806137085},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3531898260116577},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.33764660358428955}],"concepts":[{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.6553256511688232},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.6374589204788208},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5570985674858093},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4308459758758545},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3827320337295532},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38202279806137085},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3531898260116577},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.33764660358428955}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/taffc.2015.2495222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/taffc.2015.2495222","pdf_url":null,"source":{"id":"https://openalex.org/S104780363","display_name":"IEEE Transactions on Affective Computing","issn_l":"1949-3045","issn":["1949-3045","2371-9850"],"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 Affective Computing","raw_type":"journal-article"},{"id":"pmh:oai:stars.library.ucf.edu:scopus2015-4160","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2015/3161","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2015-2019","raw_type":"text"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/64517","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/64517","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal/Magazine Article"}],"best_oa_location":{"id":"pmh:oai:stars.library.ucf.edu:scopus2015-4160","is_oa":true,"landing_page_url":"https://stars.library.ucf.edu/scopus2015/3161","pdf_url":null,"source":{"id":"https://openalex.org/S4210172555","display_name":"Journal of International Crisis and Risk Communication Research","issn_l":"2576-0017","issn":["2576-0017","2576-0025"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus Export 2015-2019","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322598","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":62,"referenced_works":["https://openalex.org/W101414327","https://openalex.org/W1488437447","https://openalex.org/W1506285740","https://openalex.org/W1555698685","https://openalex.org/W1891714990","https://openalex.org/W1975436731","https://openalex.org/W1991384784","https://openalex.org/W1992227055","https://openalex.org/W2002055708","https://openalex.org/W2006681076","https://openalex.org/W2008635359","https://openalex.org/W2015668089","https://openalex.org/W2016016818","https://openalex.org/W2029847666","https://openalex.org/W2045472600","https://openalex.org/W2051297709","https://openalex.org/W2056403322","https://openalex.org/W2076017598","https://openalex.org/W2081749143","https://openalex.org/W2087544334","https://openalex.org/W2090495691","https://openalex.org/W2093797275","https://openalex.org/W2094077339","https://openalex.org/W2098166271","https://openalex.org/W2101545465","https://openalex.org/W2103943262","https://openalex.org/W2105198535","https://openalex.org/W2106043670","https://openalex.org/W2110893883","https://openalex.org/W2112757439","https://openalex.org/W2119802788","https://openalex.org/W2122098299","https://openalex.org/W2122528367","https://openalex.org/W2125479168","https://openalex.org/W2127218421","https://openalex.org/W2127608660","https://openalex.org/W2134393319","https://openalex.org/W2141890865","https://openalex.org/W2143353756","https://openalex.org/W2144211451","https://openalex.org/W2148071321","https://openalex.org/W2150753219","https://openalex.org/W2152893717","https://openalex.org/W2153635508","https://openalex.org/W2154716422","https://openalex.org/W2156503193","https://openalex.org/W2157285372","https://openalex.org/W2159668072","https://openalex.org/W2162238004","https://openalex.org/W2164186291","https://openalex.org/W2164641162","https://openalex.org/W2166010828","https://openalex.org/W2168031754","https://openalex.org/W2296659146","https://openalex.org/W2995034616","https://openalex.org/W4230190357","https://openalex.org/W4285719527","https://openalex.org/W6630198464","https://openalex.org/W6671151537","https://openalex.org/W6678914141","https://openalex.org/W6682346614","https://openalex.org/W6683984541"],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W151193258","https://openalex.org/W1892467659","https://openalex.org/W1529400504","https://openalex.org/W1607472309","https://openalex.org/W3107474891","https://openalex.org/W38394648","https://openalex.org/W1503459176","https://openalex.org/W2342785010"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"Personalized":[3],"Affect":[4],"Detection":[5],"with":[6],"Minimal":[7],"Annotation":[8],"(PADMA),":[9],"a":[10,67,86,96,116],"user-dependent":[11,68],"approach":[12,29],"for":[13,24,81,188],"identifying":[14],"affective":[15],"states":[16],"from":[17,149],"spontaneous":[18],"facial":[19,98,143,151,183],"expressions":[20],"without":[21],"the":[22,32,50,121,129,138,150,155,165,168,176,196],"need":[23,108],"expert":[25,44,109],"annotation.":[26,113],"The":[27,64,140],"conventional":[28],"relies":[30],"on":[31],"use":[33],"of":[34,167,181,201],"key":[35,182],"frames":[36],"in":[37,119],"recorded":[38],"affect":[39,99,130,160],"sequences":[40],"and":[41,48,58,78,105,127,147,154,159,179,199],"requires":[42],"an":[43],"observer":[45],"to":[46,55,76],"identify":[47],"annotate":[49,79],"frames.":[51],"It":[52],"is":[53,62,66,162],"susceptible":[54],"user":[56,122],"variability":[57],"accommodating":[59],"individual":[60],"differences":[61],"difficult.":[63],"alternative":[65],"approach,":[69],"but":[70],"it":[71],"would":[72],"be":[73],"prohibitively":[74],"expensive":[75],"collect":[77],"data":[80],"each":[82,189],"user.":[83,190],"PADMA":[84,114],"uses":[85],"novel":[87],"Association-based":[88],"Multiple":[89],"Instance":[90],"Learning":[91],"(AMIL)":[92],"method,":[93],"which":[94,120],"learns":[95],"personal":[97],"model":[100],"through":[101],"expression":[102],"frequency":[103],"analysis,":[104],"does":[106],"not":[107],"input":[110],"or":[111],"frame-based":[112],"involves":[115],"training/calibration":[117],"phase":[118],"watches":[123],"short":[124],"video":[125],"segments":[126],"reports":[128],"that":[131,194],"best":[132],"describes":[133],"his/her":[134],"overall":[135],"feeling":[136],"throughout":[137],"segment.":[139],"most":[141],"indicative":[142],"gestures":[144,184],"are":[145,185],"identified":[146],"extracted":[148],"response":[152],"video,":[153],"association":[156],"between":[157],"gesture":[158,169],"labels":[161],"determined":[163],"by":[164],"distribution":[166,180],"over":[170],"all":[171],"reported":[172],"affects.":[173],"Hence":[174],"both":[175],"geometric":[177],"deformation":[178],"specially":[186],"adapted":[187],"We":[191],"show":[192],"results":[193],"demonstrate":[195],"feasibility,":[197],"effectiveness":[198],"extensibility":[200],"our":[202],"approach.":[203]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3}],"updated_date":"2026-03-21T08:13:44.787528","created_date":"2016-06-24T00:00:00"}