{"id":"https://openalex.org/W4401958903","doi":"https://doi.org/10.3103/s0146411624700548","title":"Facial Expression Recognition Based on Multiscale Features and Attention Mechanism","display_name":"Facial Expression Recognition Based on Multiscale Features and Attention Mechanism","publication_year":2024,"publication_date":"2024-08-01","ids":{"openalex":"https://openalex.org/W4401958903","doi":"https://doi.org/10.3103/s0146411624700548"},"language":"en","primary_location":{"id":"doi:10.3103/s0146411624700548","is_oa":false,"landing_page_url":"http://dx.doi.org/10.3103/s0146411624700548","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","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/A5109715442","display_name":"Lisha Yao","orcid":"https://orcid.org/0000-0002-6006-3092"},"institutions":[{"id":"https://openalex.org/I4210156464","display_name":"Anhui Xinhua University","ror":"https://ror.org/053d7x641","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210156464"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lisha Yao","raw_affiliation_strings":["School of Big Data and Artificial Intelligence, Anhui Xinhua University, Hefei, Anhui, China"],"raw_orcid":"https://orcid.org/0000-0002-6006-3092","affiliations":[{"raw_affiliation_string":"School of Big Data and Artificial Intelligence, Anhui Xinhua University, Hefei, Anhui, China","institution_ids":["https://openalex.org/I4210156464"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5109715442"],"corresponding_institution_ids":["https://openalex.org/I4210156464"],"apc_list":null,"apc_paid":null,"fwci":0.2381,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.509021,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"58","issue":"4","first_page":"429","last_page":"440"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9900000095367432,"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/T13579","display_name":"Image and Video Stabilization","score":0.9846000075340271,"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":0.8975183367729187},{"id":"https://openalex.org/keywords/facial-expression-recognition","display_name":"Facial expression recognition","score":0.7086862921714783},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.7080897688865662},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.5966938734054565},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.49191761016845703},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42977219820022583},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4184991717338562},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3210715651512146},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.3185458183288574},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07592734694480896}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8975183367729187},{"id":"https://openalex.org/C2987714656","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Facial expression recognition","level":4,"score":0.7086862921714783},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.7080897688865662},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.5966938734054565},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.49191761016845703},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42977219820022583},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4184991717338562},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3210715651512146},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.3185458183288574},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07592734694480896},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3103/s0146411624700548","is_oa":false,"landing_page_url":"http://dx.doi.org/10.3103/s0146411624700548","pdf_url":null,"source":{"id":"https://openalex.org/S17203304","display_name":"Automatic Control and Computer Sciences","issn_l":"0146-4116","issn":["0146-4116","1558-108X"],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310320267","host_organization_name":"Pleiades Publishing","host_organization_lineage":["https://openalex.org/P4310320267","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Pleiades Publishing","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Automatic Control and Computer Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2097117768","https://openalex.org/W2103943262","https://openalex.org/W2112796928","https://openalex.org/W2194775991","https://openalex.org/W2490049321","https://openalex.org/W2534939801","https://openalex.org/W2738672149","https://openalex.org/W2962835968","https://openalex.org/W2963112684","https://openalex.org/W2963446712","https://openalex.org/W3037233197","https://openalex.org/W3043496927","https://openalex.org/W3098852764","https://openalex.org/W3118530108","https://openalex.org/W3195216867","https://openalex.org/W4312130446","https://openalex.org/W4313254470","https://openalex.org/W4403260414"],"related_works":["https://openalex.org/W2642127892","https://openalex.org/W4205986151","https://openalex.org/W2355913164","https://openalex.org/W1153638794","https://openalex.org/W2168968280","https://openalex.org/W2116055069","https://openalex.org/W2162992774","https://openalex.org/W4323520705","https://openalex.org/W2356663679","https://openalex.org/W2169777806"],"abstract_inverted_index":{"Facial":[0],"features":[1,31,51,77],"extracted":[2],"from":[3],"deep":[4],"convolutional":[5],"networks":[6],"are":[7,64],"susceptible":[8],"to":[9,52,74],"background,":[10],"individual":[11],"identity":[12],"and":[13,35,48,93,95,101],"other":[14],"factors.":[15],"It":[16],"interferes":[17],"with":[18,24],"facial":[19],"expression":[20,89],"recognition":[21,97],"when":[22],"mixed":[23],"useless":[25],"features.":[26],"Considering":[27],"that":[28],"different":[29],"scale":[30],"have":[32],"rich":[33],"semantic":[34],"texture":[36],"information":[37],"respectively,":[38],"this":[39,110],"paper":[40],"takes":[41],"VGG-16":[42],"as":[43],"the":[44,59,69,96,107],"basic":[45],"network":[46],"structure":[47],"combines":[49],"multiscale":[50],"obtain":[53],"richer":[54],"feature":[55,61],"information.":[56],"In":[57],"addition,":[58],"input":[60],"map":[62],"elements":[63],"enhanced":[65],"or":[66],"suppressed":[67],"by":[68],"attention":[70],"module":[71],"in":[72],"order":[73],"extract":[75],"salient":[76],"more":[78],"accurately.":[79],"The":[80],"proposed":[81],"method":[82],"was":[83],"validated":[84],"on":[85],"two":[86],"commonly":[87],"used":[88],"data":[90],"sets":[91],"CK+":[92],"RAF-DB,":[94],"rates":[98],"were":[99],"98.77":[100],"82.83%,":[102],"respectively.":[103],"Experimental":[104],"results":[105],"show":[106],"superiority":[108],"of":[109],"method.":[111]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2026-01-21T23:30:37.877113","created_date":"2025-10-10T00:00:00"}
