{"id":"https://openalex.org/W4389692290","doi":"https://doi.org/10.1109/tce.2023.3342163","title":"Continuous Sign Language Recognition for Hearing-Impaired Consumer Communication via Self-Guidance Network","display_name":"Continuous Sign Language Recognition for Hearing-Impaired Consumer Communication via Self-Guidance Network","publication_year":2023,"publication_date":"2023-12-13","ids":{"openalex":"https://openalex.org/W4389692290","doi":"https://doi.org/10.1109/tce.2023.3342163"},"language":"en","primary_location":{"id":"doi:10.1109/tce.2023.3342163","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2023.3342163","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","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/A5027220635","display_name":"Wanli Xue","orcid":"https://orcid.org/0000-0002-6031-9334"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wanli Xue","raw_affiliation_strings":["School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-6031-9334","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062655146","display_name":"Ze Kang","orcid":null},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ze Kang","raw_affiliation_strings":["School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075792265","display_name":"Leming Guo","orcid":"https://orcid.org/0000-0001-7569-6928"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Leming Guo","raw_affiliation_strings":["School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0001-7569-6928","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100689674","display_name":"Shourui Yang","orcid":"https://orcid.org/0000-0002-8262-951X"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shourui Yang","raw_affiliation_strings":["School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-8262-951X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100715982","display_name":"Tiantian Yuan","orcid":"https://orcid.org/0000-0002-2532-3514"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tiantian Yuan","raw_affiliation_strings":["Technical College for the Deaf, Tianjin University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-2532-3514","affiliations":[{"raw_affiliation_string":"Technical College for the Deaf, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055627037","display_name":"Shengyong Chen","orcid":"https://orcid.org/0000-0002-6705-3831"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengyong Chen","raw_affiliation_strings":["School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-6705-3831","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I136765683"],"apc_list":null,"apc_paid":null,"fwci":2.1232,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.88095238,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"70","issue":"1","first_page":"535","last_page":"542"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11398","display_name":"Hand Gesture Recognition Systems","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9932000041007996,"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/T11285","display_name":"Hearing Impairment and Communication","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational 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/overfitting","display_name":"Overfitting","score":0.777108907699585},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.7604012489318848},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7393312454223633},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.5628101825714111},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5125174522399902},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.48068293929100037},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44013717770576477},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.41347137093544006},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.33825576305389404},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3209308385848999},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1395256519317627}],"concepts":[{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.777108907699585},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.7604012489318848},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7393312454223633},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.5628101825714111},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5125174522399902},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.48068293929100037},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44013717770576477},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.41347137093544006},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.33825576305389404},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3209308385848999},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1395256519317627},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tce.2023.3342163","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tce.2023.3342163","pdf_url":null,"source":{"id":"https://openalex.org/S126824455","display_name":"IEEE Transactions on Consumer Electronics","issn_l":"0098-3063","issn":["0098-3063","1558-4127"],"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 Consumer Electronics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1592249304","display_name":null,"funder_award_id":"62020106004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5370040448","display_name":null,"funder_award_id":"92048301","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7718971067","display_name":null,"funder_award_id":"2021YJSB244","funder_id":"https://openalex.org/F4320336754","funder_display_name":"Tianjin Research Innovation Project for Postgraduate Students"},{"id":"https://openalex.org/G8062198870","display_name":null,"funder_award_id":"62376197","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336754","display_name":"Tianjin Research Innovation Project for Postgraduate Students","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W2127141656","https://openalex.org/W2188882108","https://openalex.org/W2194775991","https://openalex.org/W2799020610","https://openalex.org/W2908497602","https://openalex.org/W2948139159","https://openalex.org/W2962858109","https://openalex.org/W2964253156","https://openalex.org/W2981531407","https://openalex.org/W2987861506","https://openalex.org/W2997931247","https://openalex.org/W3045196480","https://openalex.org/W3046952127","https://openalex.org/W3092042812","https://openalex.org/W3092363664","https://openalex.org/W3094831145","https://openalex.org/W3095669214","https://openalex.org/W3107016329","https://openalex.org/W3108425892","https://openalex.org/W3109271037","https://openalex.org/W3147467731","https://openalex.org/W3159481202","https://openalex.org/W3173290664","https://openalex.org/W3203359574","https://openalex.org/W3204610735","https://openalex.org/W4224257285","https://openalex.org/W4234518198","https://openalex.org/W4312396348","https://openalex.org/W4312439137","https://openalex.org/W4312526552","https://openalex.org/W4312560303","https://openalex.org/W4312910375","https://openalex.org/W4313476720","https://openalex.org/W4315783884","https://openalex.org/W4316661260","https://openalex.org/W4366377773","https://openalex.org/W4367047590","https://openalex.org/W4382240684","https://openalex.org/W4386065518","https://openalex.org/W4386071548","https://openalex.org/W4386076650","https://openalex.org/W4387917672","https://openalex.org/W6631190155","https://openalex.org/W6783940252"],"related_works":["https://openalex.org/W4362597605","https://openalex.org/W1574414179","https://openalex.org/W4297676672","https://openalex.org/W3009056573","https://openalex.org/W2922073769","https://openalex.org/W4281702477","https://openalex.org/W2490526372","https://openalex.org/W4376166922","https://openalex.org/W4378510483","https://openalex.org/W1989687946"],"abstract_inverted_index":{"Consumer":[0],"communication":[1],"is":[2,20,127],"one":[3],"of":[4,44,118,151,194],"the":[5,48,52,66,80,102,119,125,137,152,158,191],"most":[6],"important":[7],"factors":[8],"impacting":[9],"consumption,":[10],"especially":[11],"for":[12],"hearing-impaired":[13,27],"people.":[14],"Continuous":[15],"sign":[16,34,38,112],"language":[17,35,39],"recognition":[18],"(CSLR)":[19],"a":[21,167],"technology":[22],"to":[23,70,108,129,170],"help":[24],"people":[25],"understand":[26],"people\u2019s":[28],"expressions,":[29],"which":[30],"focuses":[31],"on":[32,175,190],"predicting":[33],"sentences":[36],"from":[37,47],"videos.":[40],"The":[41,77,98],"current":[42,122,155],"paradigm":[43],"CSLR":[45,177],"suffers":[46],"overfitting":[49],"problem,":[50],"making":[51],"model":[53,73,162],"provide":[54],"insufficient":[55],"information":[56,150],"in":[57,104],"backpropagation.":[58],"To":[59],"overcome":[60],"these":[61],"limitations,":[62],"this":[63],"work":[64],"proposes":[65],"Self-Guidance":[67],"Network":[68],"(SGN),":[69],"fully":[71],"enhance":[72],"power":[74],"toward":[75],"self-guidance.":[76],"SGN":[78,186],"involves":[79],"self-spatial":[81],"guidance":[82,86,90],"constraint":[83,87,91],"(SSGC),":[84],"self-temporal":[85,131],"(STGC),":[88],"self-category":[89],"(SCGC),":[92],"and":[93,121,154,183,197],"self-compounding":[94],"spatial":[95,109],"module":[96],"(SCSM).":[97],"SSGC":[99],"can":[100,139,160],"guide":[101],"SCSM":[103,159],"paying":[105],"comprehensive":[106],"attention":[107],"positions":[110],"where":[111],"sub-actions":[113],"occur":[114],"via":[115],"combining":[116,148],"attentions":[117],"last":[120,153],"model.":[123,156],"Besides,":[124],"STGC":[126],"able":[128],"achieve":[130,171],"consistency":[132],"between":[133],"temporal":[134],"modules.":[135],"Moreover,":[136],"SCGC":[138],"produce":[140],"informative":[141],"soft":[142],"labels":[143],"as":[144,180],"frame-wise":[145],"supervision":[146],"by":[147,165],"category":[149],"Furthermore,":[157],"enrich":[161],"feature":[163],"diversity":[164],"conducting":[166],"compounding":[168],"architecture":[169],"data":[172],"augmentation.":[173],"Experimenting":[174],"challenging":[176],"benchmarks":[178],"such":[179],"RWTH-2014,":[181],"RWTH-2014T,":[182],"CSL-Daily,":[184],"our":[185],"achieves":[187],"excellent":[188],"scores":[189],"WER":[192],"metrics":[193],"19.5%/20.2%,":[195],"19.1%/20.4%,":[196],"30.4%/30.3%,":[198],"respectively.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":5}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}