{"id":"https://openalex.org/W4391090642","doi":"https://doi.org/10.1145/3633598.3633612","title":"AI-Based Sign Language Interpreter (GestPret)","display_name":"AI-Based Sign Language Interpreter (GestPret)","publication_year":2023,"publication_date":"2023-10-13","ids":{"openalex":"https://openalex.org/W4391090642","doi":"https://doi.org/10.1145/3633598.3633612"},"language":"en","primary_location":{"id":"doi:10.1145/3633598.3633612","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3633598.3633612","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 7th International Conference on Advances in Artificial Intelligence","raw_type":"proceedings-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/A5093759303","display_name":"Hind Alzarooni","orcid":"https://orcid.org/0009-0007-2477-8967"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Hind Alzarooni","raw_affiliation_strings":["Department of Computer Engineering, University of Sharjah, UAE"],"raw_orcid":"https://orcid.org/0009-0007-2477-8967","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033873118","display_name":"Hessa Al Ali","orcid":"https://orcid.org/0009-0007-1695-8562"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Hessa Al Ali","raw_affiliation_strings":["Department of Computer Engineering, University of Sharjah, UAE"],"raw_orcid":"https://orcid.org/0009-0007-1695-8562","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093471965","display_name":"Salma Fadaaq","orcid":"https://orcid.org/0009-0008-9993-7026"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Salma Fadaaq","raw_affiliation_strings":["Department of Computer Engineering, University of Sharjah, UAE"],"raw_orcid":"https://orcid.org/0009-0008-9993-7026","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009450763","display_name":"Talal Bonny","orcid":"https://orcid.org/0000-0003-1111-0304"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]}],"countries":["AE"],"is_corresponding":false,"raw_author_name":"Talal Bonny","raw_affiliation_strings":["Department of Computer Engineering, University of Sharjah, UAE"],"raw_orcid":"https://orcid.org/0000-0003-1111-0304","affiliations":[{"raw_affiliation_string":"Department of Computer Engineering, University of Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5093759303"],"corresponding_institution_ids":["https://openalex.org/I29891158"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.18755636,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"85"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9998999834060669,"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":0.9998999834060669,"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/T10914","display_name":"Tactile and Sensory Interactions","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9871000051498413,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.9166182279586792},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.914665699005127},{"id":"https://openalex.org/keywords/interpreter","display_name":"Interpreter","score":0.8316125869750977},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8151090741157532},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.674443244934082},{"id":"https://openalex.org/keywords/bridge","display_name":"Bridge (graph theory)","score":0.5485287308692932},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5309405326843262},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.47176888585090637},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.46866142749786377},{"id":"https://openalex.org/keywords/american-sign-language","display_name":"American Sign Language","score":0.46760430932044983},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.44779467582702637},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.44571614265441895},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4012237787246704},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.36817607283592224},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35656964778900146},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.19060558080673218},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11486509442329407}],"concepts":[{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.9166182279586792},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.914665699005127},{"id":"https://openalex.org/C122783720","wikidata":"https://www.wikidata.org/wiki/Q183065","display_name":"Interpreter","level":2,"score":0.8316125869750977},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8151090741157532},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.674443244934082},{"id":"https://openalex.org/C100776233","wikidata":"https://www.wikidata.org/wiki/Q2532492","display_name":"Bridge (graph theory)","level":2,"score":0.5485287308692932},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5309405326843262},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.47176888585090637},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.46866142749786377},{"id":"https://openalex.org/C2776737515","wikidata":"https://www.wikidata.org/wiki/Q14759","display_name":"American Sign Language","level":3,"score":0.46760430932044983},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.44779467582702637},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.44571614265441895},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4012237787246704},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.36817607283592224},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35656964778900146},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.19060558080673218},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11486509442329407},{"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","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/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3633598.3633612","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3633598.3633612","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2023 7th International Conference on Advances in Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2040959765","https://openalex.org/W2082921940","https://openalex.org/W2164402598","https://openalex.org/W2788495578","https://openalex.org/W2908857929","https://openalex.org/W2910342528","https://openalex.org/W2999629819","https://openalex.org/W3001219701","https://openalex.org/W3021612909","https://openalex.org/W3036629615","https://openalex.org/W3037486115","https://openalex.org/W3106076771","https://openalex.org/W3213699326","https://openalex.org/W4220823439","https://openalex.org/W4220926666","https://openalex.org/W4310856543","https://openalex.org/W6887742551"],"related_works":["https://openalex.org/W4308478915","https://openalex.org/W4386716227","https://openalex.org/W2893683540","https://openalex.org/W2056227523","https://openalex.org/W1986488374","https://openalex.org/W134296123","https://openalex.org/W1608168893","https://openalex.org/W2348960846","https://openalex.org/W3040456104","https://openalex.org/W1498547796"],"abstract_inverted_index":{"Hearing,":[0],"speech,":[1],"and":[2,14,82,117,146],"sight":[3],"are":[4,59],"the":[5,31,41,77,102,111,127,133,157],"three":[6,32],"key":[7],"factors":[8],"that":[9,90],"aid":[10],"in":[11,98,108,149],"communication.":[12],"Hearing":[13],"speech":[15],"impaired":[16],"people":[17],"often":[18],"find":[19],"it":[20],"hard":[21],"to":[22,56,75,129,135,159],"communicate":[23],"their":[24],"emotions":[25],"because":[26],"they":[27],"lack":[28],"two":[29],"of":[30,43,110,161,170],"essential":[33],"communication":[34,37,78],"requirements.":[35],"The":[36,122,152],"gap":[38,79],"persists":[39],"despite":[40],"availability":[42],"sign":[44,52,93,158],"language":[45,53,94],"(hand":[46],"gestures":[47,95],"used":[48],"for":[49,71],"communication),":[50],"as":[51],"is":[54,65,86],"incomprehensible":[55],"those":[57],"who":[58],"not":[60],"impaired.":[61],"GestPret":[62,85,139],"(Gesture":[63],"Interpreter)":[64],"a":[66,105],"portable":[67],"stand-alone":[68],"device,":[69],"suitable":[70],"all":[72],"ages,":[73],"designed":[74],"bridge":[76],"between":[80],"signers":[81],"non-":[83],"signers.":[84],"an":[87,166],"AI-based":[88],"translator":[89],"transforms":[91],"Arabic":[92],"into":[96],"text":[97],"real":[99,150],"time.":[100,151],"Initially,":[101],"user":[103,124],"creates":[104],"hand":[106],"gesture":[107],"front":[109],"camera":[112],"which":[113],"will":[114],"be":[115],"captured":[116],"processed":[118],"using":[119],"image":[120],"processing.":[121],"Graphical":[123],"interface":[125],"allows":[126],"users":[128],"easily":[130],"navigate":[131],"through":[132],"software":[134],"utilize":[136],"its":[137],"features.":[138],"operates":[140],"at":[141],"9.3":[142],"frames":[143],"per":[144],"second":[145],"generates":[147],"results":[148],"trained":[153],"model":[154],"also":[155],"assigns":[156],"one":[160],"41":[162],"distinct":[163],"classes":[164],"with":[165],"average":[167],"classification":[168],"accuracy":[169],"94.6%.":[171]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
