{"id":"https://openalex.org/W4408352473","doi":"https://doi.org/10.1109/icassp49660.2025.10888509","title":"Improving Micro-expression Recognition using Multi-sequence Driven Face Generation","display_name":"Improving Micro-expression Recognition using Multi-sequence Driven Face Generation","publication_year":2025,"publication_date":"2025-03-12","ids":{"openalex":"https://openalex.org/W4408352473","doi":"https://doi.org/10.1109/icassp49660.2025.10888509"},"language":"en","primary_location":{"id":"doi:10.1109/icassp49660.2025.10888509","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888509","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5005326961","display_name":"Yuan Chen","orcid":"https://orcid.org/0000-0003-3937-1856"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Chen","raw_affiliation_strings":["Central South University,School of Computer Science and Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Computer Science and Engineering","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chongju Zhong","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chongju Zhong","raw_affiliation_strings":["Central South University,School of Computer Science and Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Computer Science and Engineering","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Pinyi Huang","orcid":null},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pinyi Huang","raw_affiliation_strings":["Central South University,School of Computer Science and Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Computer Science and Engineering","institution_ids":["https://openalex.org/I139660479"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047395677","display_name":"Wangyang Cai","orcid":"https://orcid.org/0000-0002-7277-3462"},"institutions":[{"id":"https://openalex.org/I56934997","display_name":"Changsha University of Science and Technology","ror":"https://ror.org/03yph8055","country_code":"CN","type":"education","lineage":["https://openalex.org/I56934997"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wangyang Cai","raw_affiliation_strings":["Changsha University of Science and Technology,School of Computer and Communication Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Changsha University of Science and Technology,School of Computer and Communication Engineering","institution_ids":["https://openalex.org/I56934997"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101580334","display_name":"Lei Wang","orcid":"https://orcid.org/0000-0003-3334-8348"},"institutions":[{"id":"https://openalex.org/I139660479","display_name":"Central South University","ror":"https://ror.org/00f1zfq44","country_code":"CN","type":"education","lineage":["https://openalex.org/I139660479"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lei Wang","raw_affiliation_strings":["Central South University,School of Computer Science and Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Central South University,School of Computer Science and Engineering","institution_ids":["https://openalex.org/I139660479"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9448999762535095,"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/T10057","display_name":"Face and Expression Recognition","score":0.9448999762535095,"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":0.6476634740829468},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5706563591957092},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5467608571052551},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.513279914855957},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.473294198513031},{"id":"https://openalex.org/keywords/facial-expression-recognition","display_name":"Facial expression recognition","score":0.47256866097450256},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4115489423274994},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.338530570268631},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.07666394114494324},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.056569457054138184}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6476634740829468},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5706563591957092},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5467608571052551},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.513279914855957},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.473294198513031},{"id":"https://openalex.org/C2987714656","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Facial expression recognition","level":4,"score":0.47256866097450256},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4115489423274994},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.338530570268631},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.07666394114494324},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.056569457054138184},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp49660.2025.10888509","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp49660.2025.10888509","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2006426145","https://openalex.org/W2038952578","https://openalex.org/W2044106642","https://openalex.org/W2067710092","https://openalex.org/W2152826865","https://openalex.org/W2426188534","https://openalex.org/W2760370272","https://openalex.org/W2904799476","https://openalex.org/W3096146762","https://openalex.org/W3112266153","https://openalex.org/W4225934279","https://openalex.org/W4243704736","https://openalex.org/W4304013820","https://openalex.org/W4304014781","https://openalex.org/W4304098279","https://openalex.org/W4312473638","https://openalex.org/W4387970239","https://openalex.org/W4390285211"],"related_works":["https://openalex.org/W2112284452","https://openalex.org/W3085798047","https://openalex.org/W2374269412","https://openalex.org/W371123309","https://openalex.org/W2085500676","https://openalex.org/W2186272223","https://openalex.org/W1926563137","https://openalex.org/W2012817876","https://openalex.org/W2365096715","https://openalex.org/W2384651879"],"abstract_inverted_index":{"Micro-expression":[0],"(ME)":[1],"recognition":[2,17,146,191],"holds":[3],"great":[4],"potential":[5],"for":[6],"revealing":[7],"true":[8],"human":[9],"emotions.":[10],"A":[11],"significant":[12],"barrier":[13],"to":[14,39,60,128,156],"effective":[15],"ME":[16,24,50,82,112,136,145,154],"is":[18],"the":[19,87,108,116,131,158,164],"lack":[20],"of":[21,89,110,160,187],"sufficient":[22],"annotated":[23],"video":[25],"data":[26,45],"because":[27],"MEs":[28,66,96],"are":[29,36],"subtle":[30],"and":[31,122,167,182,190],"involuntary":[32],"facial":[33,70,92],"expressions":[34],"that":[35,65,85,174],"very":[37],"hard":[38],"capture.":[40],"To":[41,106],"address":[42],"this":[43],"issue,":[44],"augmentation":[46,181],"techniques,":[47],"such":[48],"as":[49],"migration":[51],"based":[52],"on":[53,151,163],"a":[54,80,143],"driven":[55,104,135],"video,":[56],"have":[57],"been":[58],"employed":[59],"enrich":[61],"training":[62],"samples.":[63],"Considering":[64],"can":[67],"be":[68],"complex":[69],"movements":[71],"involving":[72],"multiple":[73,98],"action":[74],"unit":[75],"(AU)":[76],"changes,":[77],"we":[78,114,141],"propose":[79],"novel":[81],"generation":[83,183],"approach":[84,162,177],"enables":[86],"creation":[88],"more":[90],"realistic":[91],"sequences":[93,155],"by":[94],"fusing":[95],"from":[97],"videos":[99],"rather":[100],"than":[101],"just":[102],"single":[103],"video.":[105],"enhance":[107],"effectiveness":[109,159],"multi-sequence":[111,134],"transfer,":[113],"adapt":[115],"thin":[117],"plate":[118],"spline":[119],"motion":[120],"model":[121],"improve":[123],"traditional":[124],"face":[125],"alignment":[126],"methods":[127,184],"better":[129],"suit":[130],"model,":[132],"facilitating":[133],"generation.":[137],"In":[138],"our":[139,152,161,175],"experiments,":[140],"conduct":[142],"downstream":[144],"task":[147],"using":[148],"models":[149],"trained":[150],"augmented":[153],"demonstrate":[157],"SAMM,":[165],"SMIC,":[166],"CASME":[168],"II":[169],"datasets.":[170],"The":[171],"results":[172],"confirm":[173],"proposed":[176],"outperforms":[178],"state-of-the-art":[179],"(SOTA)":[180],"in":[185],"terms":[186],"F1":[188],"score":[189],"accuracy.":[192]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
