{"id":"https://openalex.org/W4383333751","doi":"https://doi.org/10.1109/iciba56860.2023.10165196","title":"Real -time face expression recognition network based on attention mechanism","display_name":"Real -time face expression recognition network based on attention mechanism","publication_year":2023,"publication_date":"2023-05-26","ids":{"openalex":"https://openalex.org/W4383333751","doi":"https://doi.org/10.1109/iciba56860.2023.10165196"},"language":"en","primary_location":{"id":"doi:10.1109/iciba56860.2023.10165196","doi":"https://doi.org/10.1109/iciba56860.2023.10165196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iciba56860.2023.10165196","pdf_url":null,"source":{"id":"https://openalex.org/S4363607965","display_name":"IEEE International Conference on Information Technology, Big Data and Artificial Intelligence (ICIBA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 3rd International Conference on Information Technology, Big Data and Artificial Intelligence (ICIBA)","raw_type":"proceedings-article"},"parent_works":[],"lineage":["https://openalex.org/W4383333751"],"child_works_count":0,"type":"conference-paper","is_traditional":true,"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/A5047534133","display_name":"Ting Yan","orcid":"https://orcid.org/0000-0001-5185-5592","observed_orcids":["https://orcid.org/0000-0001-5185-5592"]},"institutions":[{"id":"https://openalex.org/I4210147745","display_name":"West Anhui University","ror":"https://ror.org/046ft6c74","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210147745"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ting Yan","raw_affiliation_strings":["West Anhui University,Information Construction and Management Center,Luan,China","Information Construction and Management Center, West Anhui University, Luan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"West Anhui University,Information Construction and Management Center,Luan,China","institution_ids":["https://openalex.org/I4210147745"]},{"raw_affiliation_string":"Information Construction and Management Center, West Anhui University, Luan, China","institution_ids":["https://openalex.org/I4210147745"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100635377","display_name":"Fugui He","orcid":"https://orcid.org/0009-0004-5123-6299","observed_orcids":["https://orcid.org/0009-0004-5123-6299"]},"institutions":[{"id":"https://openalex.org/I4210147745","display_name":"West Anhui University","ror":"https://ror.org/046ft6c74","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210147745"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fugui He","raw_affiliation_strings":["West Anhui University,Information Construction and Management Center,Luan,China","Information Construction and Management Center, West Anhui University, Luan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"West Anhui University,Information Construction and Management Center,Luan,China","institution_ids":["https://openalex.org/I4210147745"]},{"raw_affiliation_string":"Information Construction and Management Center, West Anhui University, Luan, China","institution_ids":["https://openalex.org/I4210147745"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101542216","display_name":"Mengyang Zhang","orcid":"https://orcid.org/0000-0003-4267-1761","observed_orcids":["https://orcid.org/0000-0003-4267-1761"]},"institutions":[{"id":"https://openalex.org/I4210147745","display_name":"West Anhui University","ror":"https://ror.org/046ft6c74","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210147745"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengyang Zhang","raw_affiliation_strings":["West Anhui University,Information Construction and Management Center,Luan,China","Information Construction and Management Center, West Anhui University, Luan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"West Anhui University,Information Construction and Management Center,Luan,China","institution_ids":["https://openalex.org/I4210147745"]},{"raw_affiliation_string":"Information Construction and Management Center, West Anhui University, Luan, China","institution_ids":["https://openalex.org/I4210147745"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210147745"],"apc_list":null,"apc_paid":null,"fwci":0.3314,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.53253921,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"1064","last_page":"1067"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.8970000147819519,"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"}},"topics":[{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.8970000147819519,"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/T11448","display_name":"Face recognition and analysis","score":0.09189999848604202,"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/T10057","display_name":"Face and Expression Recognition","score":0.006800000090152025,"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/facial-expression-recognition","display_name":"facial expression recognition","score":0.9300000071525574},{"id":"https://openalex.org/keywords/attention-mechanism","display_name":"attention mechanism","score":0.8159999847412109},{"id":"https://openalex.org/keywords/convolutional-block-attention-module","display_name":"CBAM","score":0.859000027179718},{"id":"https://openalex.org/keywords/depthwise-separable-convolution","display_name":"depthwise separable convolution","score":0.9620000123977661},{"id":"https://openalex.org/keywords/lightweight-neural-networks","display_name":"lightweight neural networks","score":0.7200000286102295},{"id":"https://openalex.org/keywords/real-time-recognition","display_name":"real-time recognition","score":0.8360000252723694},{"id":"https://openalex.org/keywords/elu-activation","display_name":"ELU activation","score":0.9020000100135803},{"id":"https://openalex.org/keywords/fer-2013","display_name":"FER2013","score":0.9800000190734863}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8058212995529175},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.778579592704773},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6837385892868042},{"id":"https://openalex.org/C38365724","wikidata":"https://www.wikidata.org/wiki/Q4677469","display_name":"Activation function","level":3,"score":0.6382566094398499},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.597779393196106},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5756518244743347},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5619332790374756},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5545538663864136},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.5498769283294678},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.5049999356269836},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42714235186576843},{"id":"https://openalex.org/C2987714656","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Facial expression recognition","level":4,"score":0.4224611222743988},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3549567461013794},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iciba56860.2023.10165196","doi":"https://doi.org/10.1109/iciba56860.2023.10165196","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iciba56860.2023.10165196","pdf_url":null,"source":{"id":"https://openalex.org/S4363607965","display_name":"IEEE International Conference on Information Technology, Big Data and Artificial Intelligence (ICIBA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 3rd International Conference on Information Technology, Big Data and Artificial Intelligence (ICIBA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321435","display_name":"Anhui University","ror":"https://ror.org/05th6yx34"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W825525975","https://openalex.org/W1686810756","https://openalex.org/W2097117768","https://openalex.org/W2521441681","https://openalex.org/W2767103364","https://openalex.org/W2964350391","https://openalex.org/W2980176872"],"related_works":["https://openalex.org/W3161599401","https://openalex.org/W4387769186","https://openalex.org/W3195677004","https://openalex.org/W4206365586","https://openalex.org/W7163882275","https://openalex.org/W3182698403","https://openalex.org/W3127314286","https://openalex.org/W4403385307","https://openalex.org/W3216480818","https://openalex.org/W3204443506"],"abstract_inverted_index":{"Convolutional":[0],"neural":[1,34,58],"networks":[2],"are":[3],"widely":[4],"used":[5],"in":[6,201],"the":[7,17,55,62,67,72,79,83,86,97,102,106,113,118,122,130,133,140,144,148,162,169,172,184,198],"field":[8],"of":[9,19,26,50,66,105,132,143],"face":[10],"expression":[11,28,42,151,165,173,210],"recognition.":[12,211],"In":[13],"order":[14],"to":[15,77,96,100,111,128,179],"meet":[16],"problem":[18],"high":[20],"recognition":[21,29,43,141,166,174],"rate":[22,142],"and":[23,70,183,194,207],"lightweight":[24],"model":[25,69,80,90],"facial":[27,41,150,209],"algorithm":[30],"based":[31,45],"on":[32,46,147],"convolutional":[33,57,87],"network,":[35,59],"this":[36,52,202],"paper":[37,53,203],"proposes":[38],"a":[39,158],"real-time":[40],"network":[44,98,114,119,200],"attention":[47,89,92,107],"mechanism.":[48],"First":[49],"all,":[51],"uses":[54,71],"Mini-Xception":[56],"which":[60,156],"removes":[61],"fully":[63],"connected":[64],"layer":[65],"traditional":[68],"depth-wise":[73],"separable":[74],"convolution":[75],"instead":[76],"reduce":[78],"parameters.":[81,120],"At":[82,168],"same":[84,170],"time,":[85,171],"block":[88],"CBAM":[91],"mechanism":[93],"is":[94,177,188],"added":[95],"architecture":[99],"improve":[101,112],"detection":[103],"effect":[104],"target,":[108],"so":[109],"as":[110],"performance":[115],"without":[116],"increasing":[117],"Finally,":[121],"elu":[123],"activation":[124],"function":[125],"was":[126],"introduced":[127],"enhance":[129],"robustness":[131],"model.":[134],"The":[135],"experimental":[136],"results":[137],"show":[138],"that":[139],"proposed":[145],"method":[146],"public":[149],"dataset":[152],"FER-2013":[153],"reached":[154],"72.9%,":[155],"has":[157],"higher":[159],"accuracy":[160],"than":[161],"current":[163],"advanced":[164],"network.":[167],"system":[175],"interface":[176],"designed":[178],"test":[180],"different":[181],"expressions,":[182],"time":[185],"per":[186],"frame":[187],"about":[189],"0.3s":[190],"while":[191],"achieving":[192],"fast":[193,206],"accurate":[195,208],"testing.":[196],"Therefore,":[197],"improved":[199],"can":[204],"realize":[205]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-14T11:04:58.165337","created_date":"2023-07-07T00:00:00"}