{"id":"https://openalex.org/W1975436731","doi":"https://doi.org/10.1109/tsmcb.2012.2200675","title":"Meta-Analysis of the First Facial Expression Recognition Challenge","display_name":"Meta-Analysis of the First Facial Expression Recognition Challenge","publication_year":2012,"publication_date":"2012-06-20","ids":{"openalex":"https://openalex.org/W1975436731","doi":"https://doi.org/10.1109/tsmcb.2012.2200675","mag":"1975436731","pmid":"https://pubmed.ncbi.nlm.nih.gov/22736651"},"language":"en","primary_location":{"id":"doi:10.1109/tsmcb.2012.2200675","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmcb.2012.2200675","pdf_url":null,"source":{"id":"https://openalex.org/S4210170378","display_name":"IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)","issn_l":"1083-4419","issn":["1083-4419","1941-0492"],"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 Systems, Man, and Cybernetics, Part B (Cybernetics)","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://archive-ouverte.unige.ch/unige:97785","any_repository_has_fulltext":true},"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/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/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":"M. F. Valstar","raw_affiliation_strings":["Imperial College London, London, UK","Mixed Reality Laboratory, University of Nottingham, Nottingham, UK"],"affiliations":[{"raw_affiliation_string":"Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Mixed Reality Laboratory, University of Nottingham, Nottingham, UK","institution_ids":["https://openalex.org/I142263535"]}]},{"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/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"M. Mehu","raw_affiliation_strings":["Swiss Center for Affective Sciences, University of Geneva, Geneva, Switzerland"],"affiliations":[{"raw_affiliation_string":"Swiss Center for Affective Sciences, University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020947793","display_name":"Bihan Jiang","orcid":null},"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"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bihan Jiang","raw_affiliation_strings":["Department of Computing, Imperial College London, London, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]}]},{"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/I94624287","display_name":"University of Twente","ror":"https://ror.org/006hf6230","country_code":"NL","type":"education","lineage":["https://openalex.org/I94624287"]},{"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"]}],"countries":["GB","NL"],"is_corresponding":false,"raw_author_name":"M. Pantic","raw_affiliation_strings":["Department of Computing, Imperial College London, London, UK","Faculty of Electrical Engineering, Mathematics and Computer Science, University of Twente, Enschede, Netherlands"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Imperial College London, London, UK","institution_ids":["https://openalex.org/I47508984"]},{"raw_affiliation_string":"Faculty of Electrical Engineering, Mathematics and Computer Science, University of Twente, Enschede, Netherlands","institution_ids":["https://openalex.org/I94624287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082085948","display_name":"Klaus R. Scherer","orcid":"https://orcid.org/0000-0001-9526-0144"},"institutions":[{"id":"https://openalex.org/I114457229","display_name":"University of Geneva","ror":"https://ror.org/01swzsf04","country_code":"CH","type":"education","lineage":["https://openalex.org/I114457229"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"K. Scherer","raw_affiliation_strings":["Swiss Center for Affective Sciences, University of Geneva, Geneva, Switzerland"],"affiliations":[{"raw_affiliation_string":"Swiss Center for Affective Sciences, University of Geneva, Geneva, Switzerland","institution_ids":["https://openalex.org/I114457229"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5089151131"],"corresponding_institution_ids":["https://openalex.org/I142263535","https://openalex.org/I47508984"],"apc_list":null,"apc_paid":null,"fwci":26.0806,"has_fulltext":false,"cited_by_count":297,"citation_normalized_percentile":{"value":0.99775709,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"42","issue":"4","first_page":"966","last_page":"979"},"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":0.9991999864578247,"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":0.9966999888420105,"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/facial-action-coding-system","display_name":"Facial Action Coding System","score":0.8612255454063416},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.8272960186004639},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6885662078857422},{"id":"https://openalex.org/keywords/comparability","display_name":"Comparability","score":0.6613667011260986},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5999393463134766},{"id":"https://openalex.org/keywords/coding","display_name":"Coding (social sciences)","score":0.5544443130493164},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.5409674644470215},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.5253488421440125},{"id":"https://openalex.org/keywords/protocol","display_name":"Protocol (science)","score":0.5247963666915894},{"id":"https://openalex.org/keywords/standardization","display_name":"Standardization","score":0.48721855878829956},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.474161297082901},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.4629000425338745},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41230830550193787},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.34465086460113525},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32979804277420044},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.28669241070747375}],"concepts":[{"id":"https://openalex.org/C40346341","wikidata":"https://www.wikidata.org/wiki/Q1391629","display_name":"Facial Action Coding System","level":3,"score":0.8612255454063416},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.8272960186004639},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6885662078857422},{"id":"https://openalex.org/C197947376","wikidata":"https://www.wikidata.org/wiki/Q5155608","display_name":"Comparability","level":2,"score":0.6613667011260986},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5999393463134766},{"id":"https://openalex.org/C179518139","wikidata":"https://www.wikidata.org/wiki/Q5140297","display_name":"Coding (social sciences)","level":2,"score":0.5544443130493164},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.5409674644470215},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.5253488421440125},{"id":"https://openalex.org/C2780385302","wikidata":"https://www.wikidata.org/wiki/Q367158","display_name":"Protocol (science)","level":3,"score":0.5247963666915894},{"id":"https://openalex.org/C188087704","wikidata":"https://www.wikidata.org/wiki/Q369577","display_name":"Standardization","level":2,"score":0.48721855878829956},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.474161297082901},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.4629000425338745},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41230830550193787},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34465086460113525},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32979804277420044},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.28669241070747375},{"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"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/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/tsmcb.2012.2200675","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmcb.2012.2200675","pdf_url":null,"source":{"id":"https://openalex.org/S4210170378","display_name":"IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)","issn_l":"1083-4419","issn":["1083-4419","1941-0492"],"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 Systems, Man, and Cybernetics, Part B (Cybernetics)","raw_type":"journal-article"},{"id":"pmid:22736651","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22736651","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society","raw_type":null},{"id":"pmh:oai:ris.utwente.nl:publications/908090c2-c3d8-4b3b-b8f7-270392d2d96b","is_oa":false,"landing_page_url":"https://research.utwente.nl/en/publications/908090c2-c3d8-4b3b-b8f7-270392d2d96b","pdf_url":null,"source":{"id":"https://openalex.org/S4406922991","display_name":"University of Twente Research Information","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Valstar, M F, Mehu, M, Jiang, B, Pantic, M & Scherer, K 2012, 'Meta-Analysis of the First Facial Expression Recognition Challenge', IEEE transactions on systems, man, and cybernetics. Part B: Cybernetics, vol. 42, no. 4, pp. 966-979. https://doi.org/10.1109/TSMCB.2012.2200675","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:unige.ch:unige:97785","is_oa":true,"landing_page_url":"https://archive-ouverte.unige.ch/unige:97785","pdf_url":null,"source":{"id":"https://openalex.org/S4306402259","display_name":"Archive ouverte UNIGE (University of Geneva)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114457229","host_organization_name":"University of Geneva","host_organization_lineage":["https://openalex.org/I114457229"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISSN: 1941-0492","raw_type":"Text"},{"id":"pmh:oai:ris.utwente.nl:publications/908090c2-c3d8-4b3b-b8f7-270392d2d96b","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":{"id":"pmh:oai:unige.ch:unige:97785","is_oa":true,"landing_page_url":"https://archive-ouverte.unige.ch/unige:97785","pdf_url":null,"source":{"id":"https://openalex.org/S4306402259","display_name":"Archive ouverte UNIGE (University of Geneva)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114457229","host_organization_name":"University of Geneva","host_organization_lineage":["https://openalex.org/I114457229"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ISSN: 1941-0492","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1244291377","display_name":"NCCR Affective Sciences: Emotion in Individual Behavior and Social Processes","funder_award_id":"104897","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G1943599925","display_name":"Elucidating cell envelope remodeling during cytokinesis in E. coli","funder_award_id":"203143","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G2258073131","display_name":null,"funder_award_id":"FNRS 101411-100367","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G2665532449","display_name":"Non-Uniformly Hyperbolic Dynamical Systems in Low Dimensions","funder_award_id":"101411","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G298848174","display_name":"Comp\u00e9tences \u00e9motionnelles: r\u00e9gulation de l'expressivit\u00e9 et reconnaissance des expressions.","funder_award_id":"100367","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G3305558586","display_name":null,"funder_award_id":"51NF40-104897","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G3330119427","display_name":null,"funder_award_id":"EPSRC","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G3889732461","display_name":null,"funder_award_id":"51NF40_104897","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G3904623476","display_name":null,"funder_award_id":"National Center of Competence in Research (NCCR)","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G4060723110","display_name":"Etude de la NAD kinase chez les plantes au niveau mol\u00e9culaire.","funder_award_id":"20072","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G4247904154","display_name":null,"funder_award_id":"European Research Council","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G4605783271","display_name":null,"funder_award_id":"101411-100367","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G4634906348","display_name":"Messung der positiven und negativen Ionenzusammen- setzung in der Stratosph\u00e4re mit einem Doppelmas- senspektrometer.","funder_award_id":"20314","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G4692142516","display_name":null,"funder_award_id":"51NF40-","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G481098623","display_name":"Stabilisierung von lichtinduzierten Ladungsverschiebungen","funder_award_id":"10141","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G4920981635","display_name":null,"funder_award_id":"Starting Grant","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G5337140062","display_name":"Szenarien k\u00fcnftiger Entwicklungen und Randbedingungen","funder_award_id":"10489","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G6022053668","display_name":null,"funder_award_id":"51NF40-104897","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G6492990292","display_name":null,"funder_award_id":"National Center of Competence in Re","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G6558189670","display_name":"Non-Stationary Multichannel Signal Processing With Application to Robust Speech Recognition","funder_award_id":"50742","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"},{"id":"https://openalex.org/G7051105808","display_name":"Pain rehabilitation: E/Motion-based automated coaching","funder_award_id":"EP/H016988/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G779194729","display_name":null,"funder_award_id":"EP/H016988/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7835700781","display_name":null,"funder_award_id":"51NF40_104897","funder_id":"https://openalex.org/F4320323830","funder_display_name":"Universit\u00e9 de Gen\u00e8ve"},{"id":"https://openalex.org/G805552297","display_name":null,"funder_award_id":"51NF40-104897","funder_id":"https://openalex.org/F4320323830","funder_display_name":"Universit\u00e9 de Gen\u00e8ve"},{"id":"https://openalex.org/G8452545418","display_name":null,"funder_award_id":"unknown","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G848032724","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320306076","funder_display_name":"National Science Foundation"},{"id":"https://openalex.org/G980066096","display_name":"Etude par spectroscopie acoustique de la dynamique des d\u00e9fauts de structure dans les solides","funder_award_id":"31287","funder_id":"https://openalex.org/F4320320924","funder_display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung"}],"funders":[{"id":"https://openalex.org/F4320306076","display_name":"National Science Foundation","ror":"https://ror.org/021nxhr62"},{"id":"https://openalex.org/F4320320924","display_name":"Schweizerischer Nationalfonds zur F\u00f6rderung der Wissenschaftlichen Forschung","ror":"https://ror.org/00yjd3n13"},{"id":"https://openalex.org/F4320321390","display_name":"Fonds De La Recherche Scientifique - FNRS","ror":"https://ror.org/03q83t159"},{"id":"https://openalex.org/F4320323830","display_name":"Universit\u00e9 de Gen\u00e8ve","ror":"https://ror.org/01swzsf04"},{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W414188911","https://openalex.org/W1555698685","https://openalex.org/W1557191966","https://openalex.org/W1569534989","https://openalex.org/W1578352865","https://openalex.org/W1966797434","https://openalex.org/W1968600824","https://openalex.org/W1986803802","https://openalex.org/W1987179458","https://openalex.org/W1989576696","https://openalex.org/W1992280180","https://openalex.org/W1993551758","https://openalex.org/W1997838579","https://openalex.org/W2002607236","https://openalex.org/W2019041628","https://openalex.org/W2025216571","https://openalex.org/W2030366785","https://openalex.org/W2033773055","https://openalex.org/W2039051707","https://openalex.org/W2040179990","https://openalex.org/W2041957242","https://openalex.org/W2048182576","https://openalex.org/W2053432263","https://openalex.org/W2053907973","https://openalex.org/W2056415169","https://openalex.org/W2082524889","https://openalex.org/W2090495691","https://openalex.org/W2090518410","https://openalex.org/W2094654793","https://openalex.org/W2101909076","https://openalex.org/W2103697417","https://openalex.org/W2104680354","https://openalex.org/W2105726572","https://openalex.org/W2106115875","https://openalex.org/W2106390385","https://openalex.org/W2109933817","https://openalex.org/W2112393832","https://openalex.org/W2112757439","https://openalex.org/W2125127226","https://openalex.org/W2127462305","https://openalex.org/W2127902639","https://openalex.org/W2130162821","https://openalex.org/W2137409775","https://openalex.org/W2139916508","https://openalex.org/W2140689817","https://openalex.org/W2142584058","https://openalex.org/W2143899944","https://openalex.org/W2145310492","https://openalex.org/W2146780613","https://openalex.org/W2153822685","https://openalex.org/W2156503193","https://openalex.org/W2158198839","https://openalex.org/W2159017231","https://openalex.org/W2161634108","https://openalex.org/W2162359196","https://openalex.org/W2163352848","https://openalex.org/W2163808566","https://openalex.org/W2164623278","https://openalex.org/W2166835339","https://openalex.org/W2169166781","https://openalex.org/W2169718527","https://openalex.org/W2171939880","https://openalex.org/W2402955625","https://openalex.org/W2544981553","https://openalex.org/W2676551185","https://openalex.org/W3097096317","https://openalex.org/W4205392983","https://openalex.org/W4388365387","https://openalex.org/W6679043836"],"related_works":["https://openalex.org/W2012415311","https://openalex.org/W2130087906","https://openalex.org/W4206297952","https://openalex.org/W1998708415","https://openalex.org/W3169168314","https://openalex.org/W3153565281","https://openalex.org/W2627086084","https://openalex.org/W2023657742","https://openalex.org/W2049699482","https://openalex.org/W2953116087"],"abstract_inverted_index":{"Automatic":[0],"facial":[1,18,36,55,98,148,180,207],"expression":[2,56,99,181,208],"recognition":[3,100,146,209],"has":[4,121],"been":[5],"an":[6,114],"active":[7],"topic":[8],"in":[9,16,86,97,144,172,183,210,217],"computer":[10],"science":[11],"for":[12,46],"over":[13],"two":[14,173],"decades,":[15],"particular":[17],"action":[19,22],"coding":[20],"system":[21],"unit":[23],"(AU)":[24],"detection":[25,176],"and":[26,40,123,132,157,168,177,198,212],"classification":[27,178],"of":[28,31,52,60,69,91,139,147,179,185,188,203,206],"a":[29,50,61,104,107,137,186],"number":[30,51,187],"discrete":[32,189],"emotion":[33,190],"states":[34],"from":[35],"expressive":[37],"imagery.":[38],"Standardization":[39],"comparability":[41],"have":[42],"received":[43],"some":[44],"attention;":[45],"instance,":[47],"there":[48],"exist":[49],"commonly":[53,62],"used":[54],"databases.":[57],"However,":[58],"lack":[59,68],"accepted":[63],"evaluation":[64,166],"protocol":[65],"and,":[66],"typically,":[67],"sufficient":[70],"details":[71,162],"needed":[72],"to":[73,82,127],"reproduce":[74],"the":[75,89,92,119,140,152,163,169,195,201,204],"reported":[76],"individual":[77],"results":[78,170],"make":[79],"it":[80],"difficult":[81],"compare":[83],"systems.":[84],"This,":[85],"turn,":[87],"hinders":[88],"progress":[90],"field.":[93,110],"A":[94],"periodical":[95],"challenge":[96,143,164],"would":[101,112,124],"allow":[102,125],"such":[103,142],"comparison":[105],"on":[106,116,155,200,213],"level":[108],"playing":[109],"It":[111,161],"provide":[113],"insight":[115],"how":[117],"far":[118],"field":[120,205],"come":[122],"researchers":[126],"identify":[128],"new":[129],"goals,":[130],"challenges,":[131],"targets.":[133],"This":[134],"paper":[135],"presents":[136],"meta-analysis":[138],"first":[141],"automatic":[145],"expressions,":[149],"held":[150],"during":[151],"IEEE":[153],"conference":[154],"Face":[156],"Gesture":[158],"Recognition":[159],"2011.":[160],"data,":[165],"protocol,":[167],"attained":[171],"subchallenges:":[174],"AU":[175],"imagery":[182],"terms":[184],"categories.":[191],"We":[192],"also":[193],"summarize":[194],"lessons":[196],"learned":[197],"reflect":[199],"future":[202,215],"general":[211],"possible":[214],"challenges":[216],"particular.":[218]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":12},{"year":2022,"cited_by_count":15},{"year":2021,"cited_by_count":26},{"year":2020,"cited_by_count":14},{"year":2019,"cited_by_count":18},{"year":2018,"cited_by_count":32},{"year":2017,"cited_by_count":34},{"year":2016,"cited_by_count":36},{"year":2015,"cited_by_count":31},{"year":2014,"cited_by_count":26},{"year":2013,"cited_by_count":29},{"year":2012,"cited_by_count":3}],"updated_date":"2026-04-13T07:58:08.660418","created_date":"2025-10-10T00:00:00"}
