{"id":"https://openalex.org/W4399198981","doi":"https://doi.org/10.1016/j.procs.2024.04.253","title":"Gesture-to-Text: A Real-Time Indian Sign Language Translator with Pose Estimation and LSTMs","display_name":"Gesture-to-Text: A Real-Time Indian Sign Language Translator with Pose Estimation and LSTMs","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399198981","doi":"https://doi.org/10.1016/j.procs.2024.04.253"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2024.04.253","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.04.253","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2024.04.253","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045733886","display_name":"Shubham Shetty","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Shubham Shetty","raw_affiliation_strings":["Sardar Patel Institute of Technology, Munshi Nagar, Mumbai, 400058, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Sardar Patel Institute of Technology, Munshi Nagar, Mumbai, 400058, Maharashtra, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074551364","display_name":"Ebrahim Hirani","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ebrahim Hirani","raw_affiliation_strings":["Sardar Patel Institute of Technology, Munshi Nagar, Mumbai, 400058, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Sardar Patel Institute of Technology, Munshi Nagar, Mumbai, 400058, Maharashtra, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113234645","display_name":"Abhir Singh","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Abhir Singh","raw_affiliation_strings":["Sardar Patel Institute of Technology, Munshi Nagar, Mumbai, 400058, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Sardar Patel Institute of Technology, Munshi Nagar, Mumbai, 400058, Maharashtra, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007679967","display_name":"Reeta Koshy","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Reeta Koshy","raw_affiliation_strings":["Sardar Patel Institute of Technology, Munshi Nagar, Mumbai, 400058, Maharashtra, India"],"affiliations":[{"raw_affiliation_string":"Sardar Patel Institute of Technology, Munshi Nagar, Mumbai, 400058, Maharashtra, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5045733886"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.7834,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.90005583,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"235","issue":null,"first_page":"2684","last_page":"2692"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9977999925613403,"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":0.9912999868392944,"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/computer-science","display_name":"Computer science","score":0.9341868758201599},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.8438659906387329},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.7719470858573914},{"id":"https://openalex.org/keywords/pose","display_name":"Pose","score":0.6287426948547363},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.5986188054084778},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5231015682220459},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.5139238834381104},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.44270992279052734},{"id":"https://openalex.org/keywords/american-sign-language","display_name":"American Sign Language","score":0.41319596767425537},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.40344521403312683},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.11611038446426392}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9341868758201599},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.8438659906387329},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.7719470858573914},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.6287426948547363},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.5986188054084778},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5231015682220459},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.5139238834381104},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.44270992279052734},{"id":"https://openalex.org/C2776737515","wikidata":"https://www.wikidata.org/wiki/Q14759","display_name":"American Sign Language","level":3,"score":0.41319596767425537},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.40344521403312683},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.11611038446426392},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2024.04.253","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.04.253","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2024.04.253","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.04.253","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Quality Education","score":0.75,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1992016704","https://openalex.org/W1994529670","https://openalex.org/W2011940602","https://openalex.org/W2022355176","https://openalex.org/W2113325037","https://openalex.org/W2136391815","https://openalex.org/W2162298316","https://openalex.org/W2384611745","https://openalex.org/W2779380177","https://openalex.org/W2912886600","https://openalex.org/W2916798096","https://openalex.org/W2963383024","https://openalex.org/W2981436931","https://openalex.org/W3126423526","https://openalex.org/W3184215204","https://openalex.org/W4281710609"],"related_works":["https://openalex.org/W4308478915","https://openalex.org/W4389049376","https://openalex.org/W1986488374","https://openalex.org/W3040456104","https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2064351213","https://openalex.org/W2089405242"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"there":[3,66],"have":[4],"been":[5],"notable":[6,131],"advancements":[7,20],"in":[8,82],"technology,":[9],"deep":[10],"learning,":[11],"and":[12,139,153],"pose":[13,107],"detection.":[14],"One":[15],"significant":[16],"application":[17],"of":[18,26,47,58,105,120,136,155],"these":[19],"pertains":[21],"to":[22,43,128,133],"the":[23,39,45,55,63,85,103,117,134,151],"real-time":[24],"detection":[25],"sign":[27,121],"language":[28,122],"from":[29,38],"video":[30],"sources.":[31],"The":[32,142],"motivation":[33],"behind":[34],"this":[35],"research":[36,92,125],"stems":[37],"pressing":[40],"societal":[41],"need":[42,70],"enhance":[44],"quality":[46],"life":[48],"for":[49,71,87,95,102,116],"individuals":[50,76],"with":[51,77],"speech":[52,78],"impairments.":[53],"Given":[54],"current":[56],"prominence":[57],"online":[59],"meetings,":[60],"exacerbated":[61],"by":[62],"COVID-19":[64],"pandemic,":[65],"is":[67],"a":[68,88,96],"growing":[69],"systems":[72],"that":[73,98],"can":[74],"provide":[75],"impairments":[79],"greater":[80],"independence":[81],"communication,":[83],"eliminating":[84],"requirement":[86],"human":[89],"translator.":[90],"This":[91,124],"proposal":[93],"advocates":[94],"solution":[97],"leverages":[99],"PoseNet":[100],"algorithms":[101],"extraction":[104],"key":[106],"points,":[108],"which":[109],"are":[110],"subsequently":[111],"employed":[112],"within":[113],"LSTM":[114],"models":[115],"predictive":[118],"modeling":[119],"gestures.":[123],"paper":[126],"aims":[127],"make":[129],"several":[130],"contributions":[132],"field":[135],"assistive":[137],"technology":[138],"human-computer":[140],"interaction.":[141],"achieved":[143],"accuracy":[144],"stands":[145],"at":[146],"an":[147],"impressive":[148],"98%,":[149],"underscoring":[150],"robustness":[152],"precision":[154],"our":[156],"proposed":[157],"system.":[158]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}