{"id":"https://openalex.org/W4404238992","doi":"https://doi.org/10.1109/ijcb62174.2024.10744485","title":"CLIP-Guided Bidirectional Prompt and Semantic Supervision for Dynamic Facial Expression Recognition","display_name":"CLIP-Guided Bidirectional Prompt and Semantic Supervision for Dynamic Facial Expression Recognition","publication_year":2024,"publication_date":"2024-09-15","ids":{"openalex":"https://openalex.org/W4404238992","doi":"https://doi.org/10.1109/ijcb62174.2024.10744485"},"language":"en","primary_location":{"id":"doi:10.1109/ijcb62174.2024.10744485","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcb62174.2024.10744485","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Joint Conference on Biometrics (IJCB)","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/A5048609660","display_name":"Junliang Zhang","orcid":"https://orcid.org/0000-0003-2370-9699"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Junliang Zhang","raw_affiliation_strings":["Shenzhen University,School of Computer Science & Software Engineering,China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,School of Computer Science & Software Engineering,China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100331710","display_name":"Xu Liu","orcid":"https://orcid.org/0000-0002-8780-5455"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xu Liu","raw_affiliation_strings":["Shenzhen University,School of Computer Science & Software Engineering,China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,School of Computer Science & Software Engineering,China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101814743","display_name":"Liang Yu","orcid":"https://orcid.org/0009-0007-3922-3454"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Liang","raw_affiliation_strings":["Shenzhen University,School of Computer Science & Software Engineering,China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,School of Computer Science & Software Engineering,China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111254291","display_name":"Xiaole Xian","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaole Xian","raw_affiliation_strings":["Shenzhen University,School of Computer Science & Software Engineering,China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,School of Computer Science & Software Engineering,China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006787384","display_name":"Weicheng Xie","orcid":"https://orcid.org/0000-0002-2545-096X"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weicheng Xie","raw_affiliation_strings":["Shenzhen University,School of Computer Science & Software Engineering,China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,School of Computer Science & Software Engineering,China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106408451","display_name":"Linlin Shen","orcid":null},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linlin Shen","raw_affiliation_strings":["Shenzhen University,School of Computer Science & Software Engineering,China"],"affiliations":[{"raw_affiliation_string":"Shenzhen University,School of Computer Science & Software Engineering,China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053061988","display_name":"Siyang Song","orcid":"https://orcid.org/0000-0003-2339-5685"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Siyang Song","raw_affiliation_strings":["University of Leicester,School of Computing and Mathematical Sciences,U.K"],"affiliations":[{"raw_affiliation_string":"University of Leicester,School of Computing and Mathematical Sciences,U.K","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5048609660"],"corresponding_institution_ids":["https://openalex.org/I180726961"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24690588,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.8776999711990356,"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":0.8776999711990356,"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":0.7793999910354614,"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":0.7409213781356812},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.4583546221256256},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.4504309296607971},{"id":"https://openalex.org/keywords/facial-expression-recognition","display_name":"Facial expression recognition","score":0.44965529441833496},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4354267120361328},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.37521517276763916},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3727948069572449},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33879372477531433},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.32345646619796753},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.22024354338645935},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.13522017002105713}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7409213781356812},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.4583546221256256},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.4504309296607971},{"id":"https://openalex.org/C2987714656","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Facial expression recognition","level":4,"score":0.44965529441833496},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4354267120361328},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.37521517276763916},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3727948069572449},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33879372477531433},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32345646619796753},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.22024354338645935},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.13522017002105713}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcb62174.2024.10744485","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ijcb62174.2024.10744485","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Joint Conference on Biometrics (IJCB)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5699999928474426}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":55,"referenced_works":["https://openalex.org/W1522734439","https://openalex.org/W2049310893","https://openalex.org/W2131774270","https://openalex.org/W2153597356","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2255466643","https://openalex.org/W2277498883","https://openalex.org/W2546875627","https://openalex.org/W2748092049","https://openalex.org/W2962934715","https://openalex.org/W2963155035","https://openalex.org/W2963524571","https://openalex.org/W2963820951","https://openalex.org/W2984008963","https://openalex.org/W3000164979","https://openalex.org/W3034633006","https://openalex.org/W3093370878","https://openalex.org/W3094502228","https://openalex.org/W3097075955","https://openalex.org/W3198377975","https://openalex.org/W3205640762","https://openalex.org/W3206072662","https://openalex.org/W3206349670","https://openalex.org/W4214926101","https://openalex.org/W4225568094","https://openalex.org/W4284961860","https://openalex.org/W4297510825","https://openalex.org/W4304099113","https://openalex.org/W4304099179","https://openalex.org/W4312310776","https://openalex.org/W4312480274","https://openalex.org/W4312614039","https://openalex.org/W4312935996","https://openalex.org/W4318980730","https://openalex.org/W4372341111","https://openalex.org/W4376619214","https://openalex.org/W4379382445","https://openalex.org/W4382240798","https://openalex.org/W4385800557","https://openalex.org/W4386065595","https://openalex.org/W4386071587","https://openalex.org/W4386076063","https://openalex.org/W4386076590","https://openalex.org/W4386076600","https://openalex.org/W4386699383","https://openalex.org/W4388192670","https://openalex.org/W4391042961","https://openalex.org/W4402979749","https://openalex.org/W6780226713","https://openalex.org/W6784333009","https://openalex.org/W6790019176","https://openalex.org/W6791353385","https://openalex.org/W6802517928","https://openalex.org/W6856455417"],"related_works":["https://openalex.org/W2642127892","https://openalex.org/W4205986151","https://openalex.org/W2355913164","https://openalex.org/W2162992774","https://openalex.org/W1153638794","https://openalex.org/W2168968280","https://openalex.org/W2901126000","https://openalex.org/W4323520705","https://openalex.org/W2116055069","https://openalex.org/W2356663679"],"abstract_inverted_index":{"Due":[0],"to":[1,29,103,139],"the":[2,30,62,113,119,126,129,141,170],"insufficient":[3],"semantic":[4,35,82,105,153],"information":[5,33],"supervision":[6,83],"in":[7,57,61,81,101,124,151],"existing":[8],"works":[9],"for":[10,34,46],"dynamic":[11,77],"facial":[12,19],"expression":[13],"recognition":[14],"(DFER),":[15],"videos":[16],"with":[17],"similar":[18],"changes":[20],"but":[21],"different":[22],"expressions":[23,80],"may":[24],"be":[25],"easily":[26],"confused.":[27],"Thanks":[28],"potential":[31],"textual":[32,116],"supervision,":[36,106],"contrastive":[37],"language-image":[38],"pretraining":[39],"(CLIP)":[40],"model":[41,72],"provides":[42],"a":[43,68,134],"new":[44],"direction":[45],"DFER.":[47],"However,":[48],"pre-trained":[49],"CLIP":[50,102],"based":[51],"on":[52,112,160],"image-text":[53],"pairs":[54],"has":[55],"difficulty":[56],"capturing":[58],"temporal":[59],"features":[60,78],"video":[63],"domain.":[64],"Therefore,":[65,131],"we":[66,132],"propose":[67],"novel":[69],"visual":[70,122,149],"language":[71],"that":[73],"captures":[74],"and":[75,89,148,157,167,175],"aggregates":[76],"of":[79,115,121,143,172],"via":[84],"Inter-Frame":[85],"Interaction":[86],"Transformer":[87],"(Inter-FIT)":[88],"Multi-Scale":[90],"Temporal":[91],"Aggregation":[92],"(MSTA).":[93],"Furthermore,":[94],"though":[95],"prompt":[96],"learning":[97,142],"is":[98,178],"often":[99],"used":[100],"enhance":[104],"previous":[107],"studies":[108,159],"have":[109],"only":[110],"focused":[111],"role":[114],"prompts,":[117],"ignoring":[118],"importance":[120],"prompts":[123],"facilitating":[125],"relationality":[127,145],"between":[128,146],"two.":[130],"designed":[133],"Bidirectional":[135],"Enhanced":[136],"Prompt":[137],"(BiEhPro)":[138],"facilitate":[140],"this":[144],"text":[147],"cues":[150],"enhancing":[152],"supervision.":[154],"Extensive":[155],"experiments":[156],"ablation":[158],"three":[161],"benchmark":[162],"datasets,":[163],"i.e.,":[164],"DFEW,":[165],"FERV39K,":[166],"MAFW,":[168],"validate":[169],"effectiveness":[171],"our":[173],"modules":[174],"algorithm.":[176],"Code":[177],"publicly":[179],"available":[180],"at":[181],"https://github.com/JunLiangZ/CLIP-Guided-DFER.":[182]},"counts_by_year":[],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}