{"id":"https://openalex.org/W4385781891","doi":"https://doi.org/10.1007/s11042-023-16342-5","title":"CNN-Transformer based emotion classification from facial expressions and body gestures","display_name":"CNN-Transformer based emotion classification from facial expressions and body gestures","publication_year":2023,"publication_date":"2023-08-12","ids":{"openalex":"https://openalex.org/W4385781891","doi":"https://doi.org/10.1007/s11042-023-16342-5"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-023-16342-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-16342-5","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-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/A5000597609","display_name":"Bu\u015fra Karatay","orcid":null},"institutions":[{"id":"https://openalex.org/I4210152669","display_name":"Teknoloji Arastirma ve Gelistirme Endustriyel Urunler Bilisim Teknolojileri San Tic","ror":"https://ror.org/040nc8096","country_code":"TR","type":"company","lineage":["https://openalex.org/I4210152669"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Bu\u015fra Karatay","raw_affiliation_strings":["Yap\u0131 Kredi Teknoloji, R &D and Special Projects Department, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yap\u0131 Kredi Teknoloji, R &D and Special Projects Department, Istanbul, Turkey","institution_ids":["https://openalex.org/I4210152669"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089374855","display_name":"Deniz Be\u015ftepe","orcid":"https://orcid.org/0000-0003-1933-410X"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Deniz Be\u015ftepe","raw_affiliation_strings":["Department of Computer Science, University of Calgary, Alberta, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079902585","display_name":"Kashfia Sailunaz","orcid":"https://orcid.org/0000-0001-8751-4108"},"institutions":[{"id":"https://openalex.org/I3125470973","display_name":"Istanbul Medipol University","ror":"https://ror.org/037jwzz50","country_code":"TR","type":"education","lineage":["https://openalex.org/I3125470973"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Kashfia Sailunaz","raw_affiliation_strings":["Department of Computer Engineering, Istanbul Medipol University, Istanbul, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Istanbul Medipol University, Istanbul, Turkey","institution_ids":["https://openalex.org/I3125470973"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043340317","display_name":"Tansel \u00d6zyer","orcid":"https://orcid.org/0000-0002-2529-5533"},"institutions":[{"id":"https://openalex.org/I3125470973","display_name":"Istanbul Medipol University","ror":"https://ror.org/037jwzz50","country_code":"TR","type":"education","lineage":["https://openalex.org/I3125470973"]},{"id":"https://openalex.org/I4387152971","display_name":"Ankara Medipol \u00dcniversitesi","ror":"https://ror.org/01c9cnw16","country_code":null,"type":"education","lineage":["https://openalex.org/I4387152971"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Tansel \u00d6zyer","raw_affiliation_strings":["Department of Computer Engineering, Ankara Medipol University, Ankara, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Ankara Medipol University, Ankara, Turkey","institution_ids":["https://openalex.org/I3125470973","https://openalex.org/I4387152971"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066265052","display_name":"Reda Alhajj","orcid":"https://orcid.org/0000-0001-6657-9738"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]},{"id":"https://openalex.org/I177969490","display_name":"University of Southern Denmark","ror":"https://ror.org/03yrrjy16","country_code":"DK","type":"education","lineage":["https://openalex.org/I177969490"]},{"id":"https://openalex.org/I3125470973","display_name":"Istanbul Medipol University","ror":"https://ror.org/037jwzz50","country_code":"TR","type":"education","lineage":["https://openalex.org/I3125470973"]}],"countries":["CA","DK","TR"],"is_corresponding":true,"raw_author_name":"Reda Alhajj","raw_affiliation_strings":["Department of Computer Engineering, Istanbul Medipol University, Istanbul, Turkey","Department of Computer Science, University of Calgary, Alberta, Canada","Department of Heath Informatics, University of Southern Denmark, Odense, Denmark"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, Istanbul Medipol University, Istanbul, Turkey","institution_ids":["https://openalex.org/I3125470973"]},{"raw_affiliation_string":"Department of Computer Science, University of Calgary, Alberta, Canada","institution_ids":["https://openalex.org/I168635309"]},{"raw_affiliation_string":"Department of Heath Informatics, University of Southern Denmark, Odense, Denmark","institution_ids":["https://openalex.org/I177969490"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5066265052"],"corresponding_institution_ids":["https://openalex.org/I168635309","https://openalex.org/I177969490","https://openalex.org/I3125470973"],"apc_list":null,"apc_paid":null,"fwci":5.8911,"has_fulltext":false,"cited_by_count":25,"citation_normalized_percentile":{"value":0.96770636,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"83","issue":"8","first_page":"23129","last_page":"23171"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9998000264167786,"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":0.9998000264167786,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9891999959945679,"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"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9873999953269958,"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/computer-science","display_name":"Computer science","score":0.8991420865058899},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7165632843971252},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.6370217204093933},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.6179751753807068},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.5533424019813538},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5264264345169067},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4983680248260498},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.49466654658317566},{"id":"https://openalex.org/keywords/emotion-recognition","display_name":"Emotion recognition","score":0.4774925410747528},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.4211474657058716},{"id":"https://openalex.org/keywords/emotion-classification","display_name":"Emotion classification","score":0.41145333647727966},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.39384573698043823},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3612980842590332}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8991420865058899},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7165632843971252},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6370217204093933},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.6179751753807068},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.5533424019813538},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5264264345169067},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4983680248260498},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.49466654658317566},{"id":"https://openalex.org/C2777438025","wikidata":"https://www.wikidata.org/wiki/Q1339090","display_name":"Emotion recognition","level":2,"score":0.4774925410747528},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.4211474657058716},{"id":"https://openalex.org/C206310091","wikidata":"https://www.wikidata.org/wiki/Q750859","display_name":"Emotion classification","level":2,"score":0.41145333647727966},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.39384573698043823},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3612980842590332},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"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/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11042-023-16342-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-023-16342-5","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},{"id":"pmh:oai:sdu.dk:openaire_cris_publications/2631f403-0f6b-4231-bfcf-34d131f4a522","is_oa":false,"landing_page_url":"https://portal.findresearcher.sdu.dk/da/publications/2631f403-0f6b-4231-bfcf-34d131f4a522","pdf_url":null,"source":{"id":"https://openalex.org/S4306400424","display_name":"University of Southern Denmark Research Portal (University of Southern Denmark)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177969490","host_organization_name":"University of Southern Denmark","host_organization_lineage":["https://openalex.org/I177969490"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Karatay, B, Be\u015ftepe, D, Sailunaz, K, \u00d6zyer, T & Alhajj, R 2024, 'CNN-Transformer based emotion classification from facial expressions and body gestures', Multimedia Tools and Applications, vol. 83, no. 8, pp. 23129-23171. https://doi.org/10.1007/s11042-023-16342-5","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6499999761581421,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":47,"referenced_works":["https://openalex.org/W414188911","https://openalex.org/W641713870","https://openalex.org/W1871419576","https://openalex.org/W1966797434","https://openalex.org/W1977137834","https://openalex.org/W1981918162","https://openalex.org/W1999937463","https://openalex.org/W2035372623","https://openalex.org/W2035878636","https://openalex.org/W2045234652","https://openalex.org/W2080593835","https://openalex.org/W2093862925","https://openalex.org/W2096044434","https://openalex.org/W2103943262","https://openalex.org/W2149628368","https://openalex.org/W2150283722","https://openalex.org/W2156191441","https://openalex.org/W2769575562","https://openalex.org/W2778784312","https://openalex.org/W2784257003","https://openalex.org/W2792191740","https://openalex.org/W2796430037","https://openalex.org/W2803193013","https://openalex.org/W2887990646","https://openalex.org/W2889097229","https://openalex.org/W2905628412","https://openalex.org/W2913942704","https://openalex.org/W2946704636","https://openalex.org/W2947229206","https://openalex.org/W2954345346","https://openalex.org/W2954818883","https://openalex.org/W2963873807","https://openalex.org/W2964304707","https://openalex.org/W2969889150","https://openalex.org/W2974660039","https://openalex.org/W2975003464","https://openalex.org/W2990218048","https://openalex.org/W2997399314","https://openalex.org/W3012159372","https://openalex.org/W3041751009","https://openalex.org/W3091914870","https://openalex.org/W3117797869","https://openalex.org/W3183891373","https://openalex.org/W3196324893","https://openalex.org/W4234568074","https://openalex.org/W4256441345","https://openalex.org/W4388315058"],"related_works":["https://openalex.org/W4206297952","https://openalex.org/W2945121592","https://openalex.org/W2584926856","https://openalex.org/W2075935902","https://openalex.org/W3000867607","https://openalex.org/W2798351401","https://openalex.org/W2729544402","https://openalex.org/W2913821117","https://openalex.org/W2519456985","https://openalex.org/W1992768889"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":7},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}