{"id":"https://openalex.org/W4403534974","doi":"https://doi.org/10.1109/codit62066.2024.10708392","title":"A Real-time Approach for Recognizing German Sign Language","display_name":"A Real-time Approach for Recognizing German Sign Language","publication_year":2024,"publication_date":"2024-07-01","ids":{"openalex":"https://openalex.org/W4403534974","doi":"https://doi.org/10.1109/codit62066.2024.10708392"},"language":"en","primary_location":{"id":"doi:10.1109/codit62066.2024.10708392","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit62066.2024.10708392","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 10th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5093120707","display_name":"Faycal Nait Irahal","orcid":null},"institutions":[{"id":"https://openalex.org/I2799859273","display_name":"Ostfalia University of Applied Sciences","ror":"https://ror.org/01bk10867","country_code":"DE","type":"education","lineage":["https://openalex.org/I2799859273"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Faycal Nait Irahal","raw_affiliation_strings":["Ostfalia University of Applied Sciences,Faculty of Electrical Engineering and Information Technology,Wolfenbüttel,Germany,38302"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ostfalia University of Applied Sciences,Faculty of Electrical Engineering and Information Technology,Wolfenbüttel,Germany,38302","institution_ids":["https://openalex.org/I2799859273"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114319922","display_name":"Rana Belhaj Youssef","orcid":null},"institutions":[{"id":"https://openalex.org/I2799859273","display_name":"Ostfalia University of Applied Sciences","ror":"https://ror.org/01bk10867","country_code":"DE","type":"education","lineage":["https://openalex.org/I2799859273"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rana Belhaj Youssef","raw_affiliation_strings":["Ostfalia University of Applied Sciences,Faculty of Electrical Engineering and Information Technology,Wolfenbüttel,Germany,38302"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ostfalia University of Applied Sciences,Faculty of Electrical Engineering and Information Technology,Wolfenbüttel,Germany,38302","institution_ids":["https://openalex.org/I2799859273"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017633915","display_name":"Dagmar Meyer","orcid":"https://orcid.org/0000-0002-8907-5089"},"institutions":[{"id":"https://openalex.org/I2799859273","display_name":"Ostfalia University of Applied Sciences","ror":"https://ror.org/01bk10867","country_code":"DE","type":"education","lineage":["https://openalex.org/I2799859273"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dagmar Meyer","raw_affiliation_strings":["Ostfalia University of Applied Sciences,Faculty of Electrical Engineering and Information Technology,Wolfenbüttel,Germany,38302"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Ostfalia University of Applied Sciences,Faculty of Electrical Engineering and Information Technology,Wolfenbüttel,Germany,38302","institution_ids":["https://openalex.org/I2799859273"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I2799859273"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"2443","last_page":"2448"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9984999895095825,"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":0.9984999895095825,"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":0.9901999831199646,"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/german","display_name":"German","score":0.754581868648529},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6678588390350342},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.6507271528244019},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.521791934967041},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40657249093055725},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.38026192784309387},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.34212732315063477},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.2948417663574219},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10748705267906189},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.06486287713050842}],"concepts":[{"id":"https://openalex.org/C154775046","wikidata":"https://www.wikidata.org/wiki/Q188","display_name":"German","level":2,"score":0.754581868648529},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6678588390350342},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.6507271528244019},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.521791934967041},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40657249093055725},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.38026192784309387},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.34212732315063477},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.2948417663574219},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10748705267906189},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.06486287713050842},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/codit62066.2024.10708392","is_oa":false,"landing_page_url":"https://doi.org/10.1109/codit62066.2024.10708392","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 10th International Conference on Control, Decision and Information Technologies (CoDIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W3018747149","https://openalex.org/W3114011260","https://openalex.org/W3126336684","https://openalex.org/W3160307566","https://openalex.org/W4200247787","https://openalex.org/W4312090352","https://openalex.org/W4312096283","https://openalex.org/W4312973876","https://openalex.org/W4313116889","https://openalex.org/W4313396781","https://openalex.org/W4313428568","https://openalex.org/W4386411375","https://openalex.org/W4387251293","https://openalex.org/W4387914266","https://openalex.org/W4394895269","https://openalex.org/W4395070479"],"related_works":["https://openalex.org/W2315527029","https://openalex.org/W2065387230","https://openalex.org/W2323937687","https://openalex.org/W648995381","https://openalex.org/W3033791384","https://openalex.org/W2141885522","https://openalex.org/W2776312268","https://openalex.org/W4246315097","https://openalex.org/W346029495","https://openalex.org/W1989687946"],"abstract_inverted_index":{"In":[0],"this":[1],"paper,":[2],"an":[3,24,30,103],"innovative":[4],"approach":[5],"utilizing":[6],"artificial":[7],"intelligence":[8],"(AI)":[9],"for":[10,35,43,69,151],"the":[11,36,117,136,143,149],"recognition":[12,45,79],"of":[13,33,93,124,138,145,154],"German":[14],"Sign":[15,27],"Language":[16],"(GSL)":[17],"gestures":[18],"is":[19,29,81,86],"presented,":[20],"aimed":[21],"at":[22],"controlling":[23],"assistance":[25,104],"robot.":[26],"language":[28],"important":[31],"method":[32],"communication":[34],"hearing":[37,163],"impaired":[38],"and":[39,50,64,73],"poses":[40],"special":[41],"challenges":[42],"automated":[44],"due":[46],"to":[47,88,135,147,165],"its":[48],"complex":[49],"nuanced":[51],"gestures.":[52],"Leveraging":[53],"advancements":[54],"in":[55],"deep":[56],"learning":[57],"techniques,":[58],"particularly":[59],"Long":[60],"Short-Term":[61],"Memory":[62],"(LSTM)":[63],"The":[65,83],"MediaPipe":[66],"Holistic":[67],"Landmarker":[68],"extracting":[70],"hand,":[71],"face,":[72],"pose":[74],"landmarks,":[75],"a":[76,90,121],"robust":[77],"GSL":[78,94,155],"system":[80],"proposed.":[82],"proposed":[84],"model":[85],"trained":[87],"interpret":[89],"specified":[91],"set":[92],"gestures,":[95],"focusing":[96],"on":[97],"common":[98],"tasks":[99],"or":[100,108],"objects":[101],"that":[102],"robot":[105],"can":[106],"do":[107],"grab,":[109],"respectively.":[110],"Our":[111],"findings":[112],"demonstrate":[113],"promising":[114],"results,":[115],"with":[116,127,162,168],"LSTM":[118],"network":[119],"achieving":[120],"validation":[122],"accuracy":[123],"96.55":[125],"%":[126],"minimal":[128],"false":[129],"positive":[130],"classifications.":[131],"This":[132],"research":[133],"contributes":[134],"advancement":[137],"assistive":[139],"technologies":[140],"by":[141],"harnessing":[142],"power":[144],"AI":[146],"pave":[148],"way":[150],"seamless":[152],"integration":[153],"into":[156],"robotic":[157,169],"control":[158],"systems,":[159],"empowering":[160],"individuals":[161],"impairments":[164],"interact":[166],"intuitively":[167],"platforms.":[170]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}