{"id":"https://openalex.org/W4405754460","doi":"https://doi.org/10.1109/tmm.2024.3521750","title":"EvCSLR: Event-Guided Continuous Sign Language Recognition and Benchmark","display_name":"EvCSLR: Event-Guided Continuous Sign Language Recognition and Benchmark","publication_year":2024,"publication_date":"2024-12-24","ids":{"openalex":"https://openalex.org/W4405754460","doi":"https://doi.org/10.1109/tmm.2024.3521750"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2024.3521750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3521750","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5037178287","display_name":"Yu Jiang","orcid":"https://orcid.org/0000-0001-9025-3375"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Jiang","raw_affiliation_strings":["Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101649234","display_name":"Yuehang Wang","orcid":"https://orcid.org/0000-0001-6793-6506"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuehang Wang","raw_affiliation_strings":["Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100336543","display_name":"Siqi Li","orcid":"https://orcid.org/0000-0001-9720-826X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siqi Li","raw_affiliation_strings":["BNRist, THUIBCS, KLISS, BLBCI, School of Software, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"BNRist, THUIBCS, KLISS, BLBCI, School of Software, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yongji Zhang","orcid":"https://orcid.org/0000-0002-8576-5285"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongji Zhang","raw_affiliation_strings":["Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Symbolic Computation and Knowledge Engineering of Ministry of Education, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047379544","display_name":"Qianren Guo","orcid":"https://orcid.org/0009-0000-6111-0084"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianren Guo","raw_affiliation_strings":["College of Software, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"College of Software, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qi Chu","orcid":"https://orcid.org/0009-0000-0365-9343"},"institutions":[{"id":"https://openalex.org/I194450716","display_name":"Jilin University","ror":"https://ror.org/00js3aw79","country_code":"CN","type":"education","lineage":["https://openalex.org/I194450716"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Chu","raw_affiliation_strings":["College of Software, Jilin University, Changchun, China"],"affiliations":[{"raw_affiliation_string":"College of Software, Jilin University, Changchun, China","institution_ids":["https://openalex.org/I194450716"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100602494","display_name":"Yue Gao","orcid":"https://orcid.org/0000-0002-4971-590X"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yue Gao","raw_affiliation_strings":["BNRist, THUIBCS, KLISS, BLBCI, School of Software, Tsinghua University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"BNRist, THUIBCS, KLISS, BLBCI, School of Software, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5037178287"],"corresponding_institution_ids":["https://openalex.org/I194450716"],"apc_list":null,"apc_paid":null,"fwci":0.7315,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.73847969,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"27","issue":null,"first_page":"1349","last_page":"1361"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9995999932289124,"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":0.9995999932289124,"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/T11285","display_name":"Hearing Impairment and Communication","score":0.9909999966621399,"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"}},{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9517999887466431,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8658125400543213},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.6866764426231384},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.5956039428710938},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.5059520602226257},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49947166442871094},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.47591835260391235},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4552423655986786},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.42694538831710815},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.07648986577987671}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8658125400543213},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.6866764426231384},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.5956039428710938},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.5059520602226257},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49947166442871094},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.47591835260391235},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4552423655986786},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.42694538831710815},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.07648986577987671},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"score":0.0},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2024.3521750","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2024.3521750","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4238681261","display_name":null,"funder_award_id":"62072211","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4417366790","display_name":null,"funder_award_id":"U20A20285","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G818415493","display_name":null,"funder_award_id":"51939003","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1875842236","https://openalex.org/W1972692077","https://openalex.org/W2016574277","https://openalex.org/W2112382942","https://openalex.org/W2127141656","https://openalex.org/W2146221819","https://openalex.org/W2188882108","https://openalex.org/W2194775991","https://openalex.org/W2587277634","https://openalex.org/W2752782242","https://openalex.org/W2755802490","https://openalex.org/W2799020610","https://openalex.org/W2891726870","https://openalex.org/W2904275768","https://openalex.org/W2962858109","https://openalex.org/W2964253156","https://openalex.org/W2971854498","https://openalex.org/W2975231468","https://openalex.org/W2998281665","https://openalex.org/W3009828227","https://openalex.org/W3035619757","https://openalex.org/W3133226919","https://openalex.org/W3139022918","https://openalex.org/W3147467731","https://openalex.org/W3173025111","https://openalex.org/W3173290664","https://openalex.org/W3188021906","https://openalex.org/W3189897383","https://openalex.org/W3196466542","https://openalex.org/W3202747033","https://openalex.org/W3203359574","https://openalex.org/W4221147914","https://openalex.org/W4225672218","https://openalex.org/W4234870397","https://openalex.org/W4253468347","https://openalex.org/W4312439137","https://openalex.org/W4312824350","https://openalex.org/W4312910375","https://openalex.org/W4366377773","https://openalex.org/W4382240684","https://openalex.org/W4385453100","https://openalex.org/W4385768030","https://openalex.org/W4386071548","https://openalex.org/W4386075496","https://openalex.org/W4386076650","https://openalex.org/W4390189731","https://openalex.org/W4390873469","https://openalex.org/W4392826867","https://openalex.org/W4392902497","https://openalex.org/W4393034035","https://openalex.org/W6631190155","https://openalex.org/W6756891207","https://openalex.org/W6766978945"],"related_works":["https://openalex.org/W2378211422","https://openalex.org/W4321353415","https://openalex.org/W2745001401","https://openalex.org/W2130974462","https://openalex.org/W2028665553","https://openalex.org/W2086519370","https://openalex.org/W4246352526","https://openalex.org/W2121910908","https://openalex.org/W915438175","https://openalex.org/W1989687946"],"abstract_inverted_index":{"Classical":[0],"continuous":[1],"sign":[2,69],"language":[3,70],"recognition":[4],"(CSLR)":[5],"suffers":[6],"from":[7],"some":[8],"main":[9],"challenges":[10],"in":[11,124],"real-world":[12],"scenarios:":[13],"accurate":[14],"inter-frame":[15],"movement":[16],"trajectories":[17],"may":[18,35],"fail":[19],"to":[20,28,53,120,131,144],"be":[21,36,167],"captured":[22],"by":[23],"traditional":[24],"RGB":[25],"cameras":[26,59],"due":[27],"the":[29,46,55,87,90,125,129,156,170],"motion":[30],"blur,":[31],"and":[32,75,150,187],"valid":[33],"information":[34,78,123,146],"insufficient":[37],"under":[38,72,108],"low-illumination":[39,73],"scenarios.":[40,110],"In":[41],"this":[42],"paper,":[43],"we":[44,95,154],"for":[45,93],"first":[47,157,171],"time":[48,113],"leverage":[49],"an":[50],"event":[51,91],"camera":[52,92],"overcome":[54],"above-mentioned":[56],"challenges.":[57],"Event":[58],"are":[60],"bio-inspired":[61],"vision":[62],"sensors":[63],"that":[64,178],"could":[65,104],"efficiently":[66],"record":[67],"high-speed":[68],"movements":[71],"scenarios":[74],"capture":[76],"human":[77],"while":[79],"eliminating":[80],"redundant":[81,122],"background":[82],"interference.":[83],"To":[84],"fully":[85],"exploit":[86],"benefits":[88],"of":[89],"CSLR,":[94],"propose":[96],"a":[97,112],"novel":[98],"event-guided":[99],"multi-modal":[100,137],"CSLR":[101,159,173],"framework,":[102],"which":[103,165],"achieve":[105],"significant":[106],"performance":[107,184],"complex":[109],"Specifically,":[111],"redundancy":[114],"correction":[115],"(TRCorr)":[116],"module":[117,141],"is":[118,142],"proposed":[119,143,180],"rectify":[121],"temporal":[126],"sequences,":[127],"directing":[128],"model":[130],"focus":[132],"on":[133,185],"distinctive":[134],"features.":[135],"A":[136],"cross-attention":[138],"interaction":[139],"(MCAI)":[140],"facilitate":[145],"fusion":[147],"between":[148],"events":[149],"frame":[151],"domains.":[152],"Furthermore,":[153],"construct":[155],"event-based":[158,172],"dataset,":[160],"named":[161],"<bold":[162],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[163],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">EvCSLR</b>,":[164],"will":[166],"released":[168],"as":[169],"benchmark.":[174],"Experimental":[175],"results":[176],"demonstrate":[177],"our":[179],"method":[181],"achieves":[182],"state-of-the-art":[183],"EvCSLR":[186],"PHOENIX-2014":[188],"T":[189],"datasets.":[190]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}