{"id":"https://openalex.org/W4382053153","doi":"https://doi.org/10.1109/icccs57501.2023.10150674","title":"Semantic Data Augmentation for Long-tailed Facial Expression Recognition","display_name":"Semantic Data Augmentation for Long-tailed Facial Expression Recognition","publication_year":2023,"publication_date":"2023-04-21","ids":{"openalex":"https://openalex.org/W4382053153","doi":"https://doi.org/10.1109/icccs57501.2023.10150674"},"language":"en","primary_location":{"id":"doi:10.1109/icccs57501.2023.10150674","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccs57501.2023.10150674","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 8th International Conference on Computer and Communication Systems (ICCCS)","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/A5100406496","display_name":"Zijian Li","orcid":"https://orcid.org/0000-0002-3908-3873"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zijian Li","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University,Beijing,P.R.China","School of Automation Science and Electrical Engineering, Beihang University, Beijing, P.R.China"],"affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University,Beijing,P.R.China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, P.R.China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100322699","display_name":"Yan Wang","orcid":"https://orcid.org/0000-0002-4751-0708"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Wang","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University,Beijing,P.R.China","School of Automation Science and Electrical Engineering, Beihang University, Beijing, P.R.China"],"affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University,Beijing,P.R.China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, P.R.China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101621382","display_name":"Bowen Guan","orcid":"https://orcid.org/0009-0004-1551-7413"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bowen Guan","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University,Beijing,P.R.China","School of Automation Science and Electrical Engineering, Beihang University, Beijing, P.R.China"],"affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University,Beijing,P.R.China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, P.R.China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101719100","display_name":"Jiankai Yin","orcid":"https://orcid.org/0009-0008-3335-1970"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"JianKai Yin","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University,Beijing,P.R.China","School of Automation Science and Electrical Engineering, Beihang University, Beijing, P.R.China"],"affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University,Beijing,P.R.China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, P.R.China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5100406496"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0611455,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1052","last_page":"1055"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9983999729156494,"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"}},"topics":[{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9983999729156494,"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/T10667","display_name":"Emotion and Mood Recognition","score":0.9983000159263611,"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":0.9979000091552734,"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":0.7394992113113403},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.6982330083847046},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6262391209602356},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5514130592346191},{"id":"https://openalex.org/keywords/facial-expression-recognition","display_name":"Facial expression recognition","score":0.5430940389633179},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5352751612663269},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44036513566970825},{"id":"https://openalex.org/keywords/randomness","display_name":"Randomness","score":0.4245331287384033},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4107967019081116},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.41038772463798523},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.407274454832077},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.36247873306274414}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7394992113113403},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.6982330083847046},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6262391209602356},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5514130592346191},{"id":"https://openalex.org/C2987714656","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Facial expression recognition","level":4,"score":0.5430940389633179},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5352751612663269},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44036513566970825},{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.4245331287384033},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4107967019081116},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.41038772463798523},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.407274454832077},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.36247873306274414},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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":1,"locations":[{"id":"doi:10.1109/icccs57501.2023.10150674","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icccs57501.2023.10150674","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 8th International Conference on Computer and Communication Systems (ICCCS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2083021723","https://openalex.org/W2148143831","https://openalex.org/W2194775991","https://openalex.org/W2745497104","https://openalex.org/W2765407302","https://openalex.org/W2795144650","https://openalex.org/W2798583514","https://openalex.org/W2807869636","https://openalex.org/W2888026659","https://openalex.org/W2889978276","https://openalex.org/W2951670304","https://openalex.org/W2962785568","https://openalex.org/W2963112684","https://openalex.org/W2963426391","https://openalex.org/W2963712289","https://openalex.org/W2963870144","https://openalex.org/W2992308087","https://openalex.org/W3014222654","https://openalex.org/W3096688134","https://openalex.org/W3118530108","https://openalex.org/W3122081138","https://openalex.org/W3126121388","https://openalex.org/W3128945844","https://openalex.org/W3136913814","https://openalex.org/W3160411390","https://openalex.org/W3186180121","https://openalex.org/W3194331687","https://openalex.org/W3200032182","https://openalex.org/W3206816884","https://openalex.org/W4236965008","https://openalex.org/W4286750577","https://openalex.org/W4292829032","https://openalex.org/W4312877479","https://openalex.org/W4320525814","https://openalex.org/W6629606793","https://openalex.org/W6755312952"],"related_works":["https://openalex.org/W4205986151","https://openalex.org/W2355913164","https://openalex.org/W2162992774","https://openalex.org/W1153638794","https://openalex.org/W2168968280","https://openalex.org/W2116055069","https://openalex.org/W2901126000","https://openalex.org/W4323520705","https://openalex.org/W2356663679","https://openalex.org/W3027190010"],"abstract_inverted_index":{"Facial":[0,37],"Expression":[1,38],"Recognition":[2,39,64],"has":[3,26],"a":[4,44,71],"wide":[5],"application":[6],"prospect":[7],"in":[8,40,86,101,119],"social":[9],"robotics,":[10],"health":[11],"care,":[12],"driver":[13],"fatigue":[14],"monitoring,":[15],"and":[16],"many":[17],"other":[18],"practical":[19],"scenarios.":[20,129],"Automatic":[21],"recognition":[22,100],"of":[23,53,82,90],"facial":[24,98],"expressions":[25],"been":[27],"extensively":[28],"studied":[29],"by":[30],"the":[31,50,54,80,83,87,111],"Computer":[32],"Vision":[33],"research":[34],"society.":[35],"But":[36],"real-world":[41],"is":[42],"still":[43],"challenging":[45],"task,":[46],"partially":[47],"due":[48],"to":[49,109],"long-tailed":[51,112],"distribution":[52],"dataset.":[55],"Many":[56],"recent":[57],"studies":[58],"use":[59,105],"data":[60,85],"augmentation":[61,74,107],"for":[62,97],"Long-Tailed":[63],"tasks.":[65],"In":[66],"this":[67],"paper,":[68],"we":[69,104],"propose":[70],"novel":[72],"semantic":[73],"method.":[75],"By":[76],"introducing":[77],"randomness":[78],"into":[79],"encoding":[81],"source":[84],"latent":[88],"space":[89],"VAE-GAN,":[91],"new":[92],"samples":[93],"are":[94],"generated.":[95],"Then,":[96],"expression":[99],"RAF-DB":[102],"dataset,":[103],"our":[106],"method":[108,115],"balance":[110],"distribution.":[113],"Our":[114],"can":[116],"be":[117],"used":[118],"not":[120],"only":[121],"FER":[122],"tasks,":[123],"but":[124],"also":[125],"more":[126],"diverse":[127],"data-hungry":[128]},"counts_by_year":[],"updated_date":"2025-12-24T23:09:58.560324","created_date":"2025-10-10T00:00:00"}