{"id":"https://openalex.org/W1655469623","doi":"https://doi.org/10.1109/fg.2015.7284874","title":"FERA 2015 - second Facial Expression Recognition and Analysis challenge","display_name":"FERA 2015 - second Facial Expression Recognition and Analysis challenge","publication_year":2015,"publication_date":"2015-05-01","ids":{"openalex":"https://openalex.org/W1655469623","doi":"https://doi.org/10.1109/fg.2015.7284874","mag":"1655469623"},"language":"en","primary_location":{"id":"doi:10.1109/fg.2015.7284874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fg.2015.7284874","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG)","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/A5089151131","display_name":"Michel Valstar","orcid":"https://orcid.org/0000-0003-2414-161X"},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Michel F. Valstar","raw_affiliation_strings":["School of Computer Science, University of Nottingham, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063988643","display_name":"Timur Almaev","orcid":null},"institutions":[{"id":"https://openalex.org/I142263535","display_name":"University of Nottingham","ror":"https://ror.org/01ee9ar58","country_code":"GB","type":"education","lineage":["https://openalex.org/I142263535"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Timur Almaev","raw_affiliation_strings":["School of Computer Science, University of Nottingham, UK"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, University of Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078452888","display_name":"Jeffrey M. Girard","orcid":"https://orcid.org/0000-0002-7359-3746"},"institutions":[{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey M. Girard","raw_affiliation_strings":["Department of Psychology, University of Pittsburgh, Pittsburgh, USA"],"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Pittsburgh, Pittsburgh, USA","institution_ids":["https://openalex.org/I170201317"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091374367","display_name":"Gary McKeown","orcid":"https://orcid.org/0000-0002-7517-641X"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Gary McKeown","raw_affiliation_strings":["School of Psychology, Queen's University Belfast, Belfast, UK"],"affiliations":[{"raw_affiliation_string":"School of Psychology, Queen's University Belfast, Belfast, UK","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028196391","display_name":"Marc M\u00e9hu","orcid":"https://orcid.org/0000-0001-5164-3573"},"institutions":[{"id":"https://openalex.org/I185278702","display_name":"Webster Vienna Private University","ror":"https://ror.org/03nhjjj32","country_code":"AT","type":"education","lineage":["https://openalex.org/I185278702"]}],"countries":["AT"],"is_corresponding":false,"raw_author_name":"Marc Mehu","raw_affiliation_strings":["Department of Psychology, Webster University Private Vienna, Vienna, AT"],"affiliations":[{"raw_affiliation_string":"Department of Psychology, Webster University Private Vienna, Vienna, AT","institution_ids":["https://openalex.org/I185278702"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100411653","display_name":"Lijun Yin","orcid":"https://orcid.org/0000-0002-0343-7190"},"institutions":[{"id":"https://openalex.org/I123946342","display_name":"Binghamton University","ror":"https://ror.org/008rmbt77","country_code":"US","type":"education","lineage":["https://openalex.org/I123946342"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lijun Yin","raw_affiliation_strings":["Department of Computer Science, Binghamton University, Binghamton, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Binghamton University, Binghamton, USA","institution_ids":["https://openalex.org/I123946342"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016033078","display_name":"Maja Panti\u0107","orcid":"https://orcid.org/0000-0002-3620-5986"},"institutions":[{"id":"https://openalex.org/I47508984","display_name":"Imperial College London","ror":"https://ror.org/041kmwe10","country_code":"GB","type":"education","lineage":["https://openalex.org/I47508984"]},{"id":"https://openalex.org/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]}],"countries":["GB","NL"],"is_corresponding":false,"raw_author_name":"Maja Pantic","raw_affiliation_strings":["Department of Computing, Imperial College London, London, UK","Electrical Engineering, University of Twente, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Electrical Engineering, University of Twente, The Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000246394","display_name":"Jeffrey F. Cohn","orcid":"https://orcid.org/0000-0002-9393-1116"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]},{"id":"https://openalex.org/I170201317","display_name":"University of Pittsburgh","ror":"https://ror.org/01an3r305","country_code":"US","type":"education","lineage":["https://openalex.org/I170201317"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jeffrey F. Cohn","raw_affiliation_strings":["Department of Psychology, University of Pittsburgh, Pittsburgh, USA","Robotics Institute, Carnegie Mellon University, Pittsburgh, USA"],"affiliations":[{"raw_affiliation_string":"Department of Psychology, University of Pittsburgh, Pittsburgh, USA","institution_ids":["https://openalex.org/I170201317"]},{"raw_affiliation_string":"Robotics Institute, Carnegie Mellon University, Pittsburgh, USA","institution_ids":["https://openalex.org/I74973139"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5089151131"],"corresponding_institution_ids":["https://openalex.org/I142263535"],"apc_list":null,"apc_paid":null,"fwci":40.6317,"has_fulltext":false,"cited_by_count":247,"citation_normalized_percentile":{"value":0.99864818,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9998999834060669,"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":0.9998999834060669,"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/T10057","display_name":"Face and Expression Recognition","score":0.9976000189781189,"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"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/computer-science","display_name":"Computer science","score":0.7733250260353088},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7212182879447937},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.6491492986679077},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.6368585824966431},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5873191356658936},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5315883755683899},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5199264883995056},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5083670020103455},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.5057013034820557},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41033047437667847},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36732304096221924},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34975284337997437},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.06919640302658081},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06709453463554382}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7733250260353088},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7212182879447937},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.6491492986679077},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.6368585824966431},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5873191356658936},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5315883755683899},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5199264883995056},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5083670020103455},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.5057013034820557},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41033047437667847},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36732304096221924},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34975284337997437},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.06919640302658081},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06709453463554382},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C204787440","wikidata":"https://www.wikidata.org/wiki/Q188504","display_name":"Alternative medicine","level":2,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fg.2015.7284874","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fg.2015.7284874","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/d0e216e6-4bd1-434d-8ab8-eaf6c605dc3b","is_oa":false,"landing_page_url":"https://pure.qub.ac.uk/en/publications/d0e216e6-4bd1-434d-8ab8-eaf6c605dc3b","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Valstar , M F , Almaev , T , Girard , J M , McKeown , G , Mehu , M , Yin , L , Pantic , M &amp; Cohn , J F 2015 , FERA 2015 - second Facial Expression Recognition and Analysis challenge . in 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG) . 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (FG) , vol. 06 , Institute of Electrical and Electronics Engineers Inc. , pp. 1-8 . https://doi.org/10.1109/FG.2015.7284874","raw_type":"bookPart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W46659105","https://openalex.org/W1530474158","https://openalex.org/W1588539311","https://openalex.org/W2006217447","https://openalex.org/W2011723974","https://openalex.org/W2015212590","https://openalex.org/W2017405810","https://openalex.org/W2033773055","https://openalex.org/W2046604164","https://openalex.org/W2051297709","https://openalex.org/W2083261637","https://openalex.org/W2098615198","https://openalex.org/W2117072267","https://openalex.org/W2129106196","https://openalex.org/W2132555391","https://openalex.org/W2132723029","https://openalex.org/W2141403362","https://openalex.org/W2156503193","https://openalex.org/W2157285372","https://openalex.org/W2159668072","https://openalex.org/W2161117158","https://openalex.org/W2165566077","https://openalex.org/W2167015621","https://openalex.org/W3048844620","https://openalex.org/W6602002561","https://openalex.org/W6635087628","https://openalex.org/W6662025603","https://openalex.org/W6675286651"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175","https://openalex.org/W2642127892"],"abstract_inverted_index":{"Despite":[0],"efforts":[1],"towards":[2],"evaluation":[3,19,172],"standards":[4],"in":[5,22,27,117,126,140],"facial":[6,121],"expression":[7,44],"analysis":[8],"(e.g.":[9],"FERA":[10],"2011),":[11],"there":[12],"is":[13,35,39],"a":[14,50,90,103,181],"need":[15],"for":[16,157,184],"up-to-date":[17],"standardised":[18],"procedures,":[20],"focusing":[21],"particular":[23],"on":[24,89,133],"current":[25,61],"challenges":[26,33],"the":[28,32,40,56,63,113,129,147,152,171,174,178,185],"field.":[29],"One":[30],"of":[31,43,120,149,154,180],"that":[34],"actively":[36],"being":[37],"addressed":[38],"automatic":[41,118,162],"estimation":[42,153],"intensities.":[45],"To":[46],"continue":[47],"to":[48,54,77,123],"provide":[49],"standardisation":[51],"platform":[52],"and":[53,69,105,135,160,177],"help":[55],"field":[57],"progress":[58],"beyond":[59],"its":[60],"limitations,":[62],"FG":[64],"2015":[65],"Facial":[66],"Expression":[67],"Recognition":[68],"Analysis":[70],"challenge":[71,75,116],"(FERA":[72],"2015)":[73],"will":[74,99],"participants":[76],"estimate":[78],"FACS":[79],"Action":[80],"Unit":[81],"(AU)":[82],"intensity":[83,156,164],"as":[84,86],"well":[85],"AU":[87,150,155,163],"occurrence":[88],"common":[91],"benchmark":[92],"dataset":[93],"with":[94,128],"reliable":[95],"manual":[96],"annotations.":[97],"Evaluation":[98],"be":[100,124],"done":[101],"using":[102],"clear":[104],"well-defined":[106],"protocol.":[107],"In":[108,166],"this":[109,167],"paper":[110],"we":[111,169],"present":[112],"second":[114],"such":[115],"recognition":[119],"expressions,":[122],"held":[125],"conjunction":[127],"11":[130],"IEEE":[131],"conference":[132],"Face":[134],"Gesture":[136],"Recognition,":[137],"May":[138],"2015,":[139],"Ljubljana,":[141],"Slovenia.":[142],"Three":[143],"sub-challenges":[144],"are":[145],"defined:":[146],"detection":[148],"occurrence,":[151],"pre-segmented":[158],"data,":[159],"fully":[161],"estimation.":[165],"work":[168],"outline":[170],"protocol,":[173],"data":[175],"used,":[176],"results":[179],"baseline":[182],"method":[183],"three":[186],"sub-challenges.":[187]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":32},{"year":2020,"cited_by_count":16},{"year":2019,"cited_by_count":39},{"year":2018,"cited_by_count":31},{"year":2017,"cited_by_count":42},{"year":2016,"cited_by_count":33},{"year":2015,"cited_by_count":19},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
