{"id":"https://openalex.org/W4321482228","doi":"https://doi.org/10.1109/tcsvt.2023.3247822","title":"Semantic Alignment Network for Multi-Modal Emotion Recognition","display_name":"Semantic Alignment Network for Multi-Modal Emotion Recognition","publication_year":2023,"publication_date":"2023-02-22","ids":{"openalex":"https://openalex.org/W4321482228","doi":"https://doi.org/10.1109/tcsvt.2023.3247822"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2023.3247822","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3247822","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5015911476","display_name":"Mi-Xiao Hou","orcid":"https://orcid.org/0000-0002-6470-0351"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mixiao Hou","raw_affiliation_strings":["Harbin Institute of Technology at Shenzhen, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology at Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100459168","display_name":"Zheng Zhang","orcid":"https://orcid.org/0000-0003-1470-6998"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]},{"id":"https://openalex.org/I4210136793","display_name":"Peng Cheng Laboratory","ror":"https://ror.org/03qdqbt06","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210136793"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zheng Zhang","raw_affiliation_strings":["Harbin Institute of Technology at Shenzhen, Shenzhen, China","Peng Cheng Laboratory, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology at Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]},{"raw_affiliation_string":"Peng Cheng Laboratory, Shenzhen, China","institution_ids":["https://openalex.org/I4210136793"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100353326","display_name":"Chang Liu","orcid":"https://orcid.org/0000-0003-0324-8151"},"institutions":[{"id":"https://openalex.org/I898250095","display_name":"Industrial and Commercial Bank of China","ror":"https://ror.org/02zcab046","country_code":"CN","type":"other","lineage":["https://openalex.org/I898250095"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chang Liu","raw_affiliation_strings":["Software Development Center, Industrial and Commercial Bank of China, Zhuhai, China"],"affiliations":[{"raw_affiliation_string":"Software Development Center, Industrial and Commercial Bank of China, Zhuhai, China","institution_ids":["https://openalex.org/I898250095"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030843117","display_name":"Guangming Lu","orcid":"https://orcid.org/0000-0003-1578-2634"},"institutions":[{"id":"https://openalex.org/I158809036","display_name":"Shenzhen Institute of Information Technology","ror":"https://ror.org/03wrf9427","country_code":"CN","type":"education","lineage":["https://openalex.org/I158809036"]},{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangming Lu","raw_affiliation_strings":["Harbin Institute of Technology at Shenzhen, Shenzhen, China","Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology at Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Novel Security Intelligence Technologies, Shenzhen, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5015911476"],"corresponding_institution_ids":["https://openalex.org/I158809036","https://openalex.org/I204983213"],"apc_list":null,"apc_paid":null,"fwci":11.2754,"has_fulltext":false,"cited_by_count":44,"citation_normalized_percentile":{"value":0.98889713,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"33","issue":"9","first_page":"5318","last_page":"5329"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9997000098228455,"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":0.9997000098228455,"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/T10664","display_name":"Sentiment Analysis and Opinion Mining","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T11795","display_name":"Humor Studies and Applications","score":0.9732999801635742,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7625594735145569},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6784886121749878},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6511155366897583},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.6439830660820007},{"id":"https://openalex.org/keywords/semantics","display_name":"Semantics (computer science)","score":0.5754263401031494},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5341804027557373},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.51661616563797},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5029937624931335},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.49918389320373535},{"id":"https://openalex.org/keywords/feature-learning","display_name":"Feature learning","score":0.46908441185951233},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.4582935571670532},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4327288269996643},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.42955508828163147},{"id":"https://openalex.org/keywords/utterance","display_name":"Utterance","score":0.4246249496936798},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3234473168849945},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.09244352579116821}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7625594735145569},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6784886121749878},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6511155366897583},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.6439830660820007},{"id":"https://openalex.org/C184337299","wikidata":"https://www.wikidata.org/wiki/Q1437428","display_name":"Semantics (computer science)","level":2,"score":0.5754263401031494},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5341804027557373},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.51661616563797},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5029937624931335},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.49918389320373535},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.46908441185951233},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.4582935571670532},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4327288269996643},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.42955508828163147},{"id":"https://openalex.org/C2775852435","wikidata":"https://www.wikidata.org/wiki/Q258403","display_name":"Utterance","level":2,"score":0.4246249496936798},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3234473168849945},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.09244352579116821},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2023.3247822","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2023.3247822","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.6399999856948853,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G3214915848","display_name":null,"funder_award_id":"2023A1515010057","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G5726720604","display_name":null,"funder_award_id":"62176077","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6662022869","display_name":null,"funder_award_id":"RCYX20221008092852077","funder_id":"https://openalex.org/F4320336569","funder_display_name":"Shenzhen Science and Technology Innovation Program"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320336569","display_name":"Shenzhen Science and Technology Innovation Program","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W2146334809","https://openalex.org/W2187089797","https://openalex.org/W2250539671","https://openalex.org/W2703895418","https://openalex.org/W2767249564","https://openalex.org/W2788776247","https://openalex.org/W2883409523","https://openalex.org/W2885005742","https://openalex.org/W2889325879","https://openalex.org/W2889749440","https://openalex.org/W2896457183","https://openalex.org/W2939987519","https://openalex.org/W2963686995","https://openalex.org/W2964266095","https://openalex.org/W2964300796","https://openalex.org/W2972463723","https://openalex.org/W2972495317","https://openalex.org/W2972853497","https://openalex.org/W2972965453","https://openalex.org/W3011574394","https://openalex.org/W3014475539","https://openalex.org/W3015884429","https://openalex.org/W3037572520","https://openalex.org/W3048093647","https://openalex.org/W3083650259","https://openalex.org/W3088409176","https://openalex.org/W3093051361","https://openalex.org/W3094805191","https://openalex.org/W3095251683","https://openalex.org/W3096125675","https://openalex.org/W3096723250","https://openalex.org/W3096963953","https://openalex.org/W3102889207","https://openalex.org/W3112864462","https://openalex.org/W3120680448","https://openalex.org/W3128412859","https://openalex.org/W3174683006","https://openalex.org/W3174873881","https://openalex.org/W3176399185","https://openalex.org/W3183891373","https://openalex.org/W3197977579","https://openalex.org/W3207537336","https://openalex.org/W3214882941","https://openalex.org/W4225776299","https://openalex.org/W4237809343","https://openalex.org/W4294170691","https://openalex.org/W4306250392","https://openalex.org/W4319862459","https://openalex.org/W6682691769","https://openalex.org/W6784766212","https://openalex.org/W6787666870","https://openalex.org/W6845763857"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3191326035","https://openalex.org/W3125968744","https://openalex.org/W203959209","https://openalex.org/W2110287964","https://openalex.org/W2167701463"],"abstract_inverted_index":{"Modality":[0],"alignment":[1,30,72,160,183],"can":[2],"maintain":[3],"the":[4,21,36,119,127,137,159,173,178,182],"consistency":[5],"of":[6,39,79,139,162,208],"semantics":[7],"in":[8,24,145,185],"multi-modal":[9,64,200],"emotion":[10,65,77],"recognition":[11],"tasks,":[12],"ensuring":[13],"that":[14],"features":[15,138,184],"from":[16,133],"different":[17,40,80,154],"modalities":[18,74,81],"accurately":[19],"represent":[20],"emotion-related":[22],"information":[23,121],"an":[25],"encoding":[26,152],"space.":[27],"However,":[28],"current":[29],"models":[31],"either":[32],"focus":[33],"only":[34],"on":[35,59,104,158,197],"local":[37,69],"fusion":[38,174],"modal":[41],"representations":[42,78],"or":[43],"lack":[44],"a":[45,54,87,96,123,166],"mining":[46],"process":[47],"for":[48,63,91,113,122],"unimodal":[49,186],"specificity":[50],"information.":[51],"We":[52],"design":[53],"Semantic":[55],"Alignment":[56],"network":[57],"based":[58,103],"Multi-Spatial":[60],"learning":[61,89,111],"(SAMS)":[62],"recognition,":[66],"which":[67],"achieves":[68],"and":[70,94,126,147,153,202],"global":[71,179],"between":[73,181],"using":[75],"high-level":[76],"as":[82],"supervisory":[83],"signals.":[84],"SAMS":[85,108,210],"builds":[86],"multi-spatial":[88,187],"framework":[90,102],"each":[92,114],"modality,":[93,115,125],"constructs":[95],"self-modal":[97,167],"interaction":[98,168],"module":[99],"under":[100],"this":[101],"cross-modal":[105],"semantic":[106,131],"learning.":[107,188],"provides":[109],"two":[110,141,164,198],"spaces":[112,142],"one":[116],"to":[117,129,171],"detect":[118],"affective":[120],"specific":[124],"other":[128,134],"learn":[130],"knowledge":[132],"modalities.":[135],"Subsequently,":[136],"these":[140,163],"are":[143],"aligned":[144],"temporal":[146],"utterance":[148],"levels":[149],"by":[150,176],"homologous":[151],"target":[155],"constraints.":[156],"Based":[157],"characteristics":[161],"spaces,":[165],"is":[169,211],"built":[170],"investigate":[172],"representation":[175],"exploring":[177],"correlation":[180],"In":[189],"experiments,":[190],"our":[191,209],"proposed":[192],"model":[193],"yields":[194],"consistent":[195],"improvements":[196],"standard":[199],"benchmarks,":[201],"outperforms":[203],"state-of-the-art":[204],"approaches.":[205],"The":[206],"code":[207],"available":[212],"at:":[213],"<uri":[214],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[215],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/xiaomi1024/code_SAMS</uri>":[216],".":[217]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":14},{"year":2023,"cited_by_count":2}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}