{"id":"https://openalex.org/W4410810105","doi":"https://doi.org/10.1109/rivf64335.2024.11009051","title":"Sentence-Level Sign Language Recognition Using MediaPipe","display_name":"Sentence-Level Sign Language Recognition Using MediaPipe","publication_year":2024,"publication_date":"2024-12-21","ids":{"openalex":"https://openalex.org/W4410810105","doi":"https://doi.org/10.1109/rivf64335.2024.11009051"},"language":"en","primary_location":{"id":"doi:10.1109/rivf64335.2024.11009051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rivf64335.2024.11009051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 RIVF International Conference on Computing and Communication Technologies (RIVF)","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/A5029421157","display_name":"Khang Tran","orcid":"https://orcid.org/0000-0001-7250-4863"},"institutions":[{"id":"https://openalex.org/I228151691","display_name":"Ho Chi Minh City International University","ror":"https://ror.org/003szmg30","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I228151691"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Khang B. Tran","raw_affiliation_strings":["School of Electrical Engineering, International University,Ho Chi Minh city,Vietnam,700000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, International University,Ho Chi Minh city,Vietnam,700000","institution_ids":["https://openalex.org/I228151691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019124024","display_name":"Uyen D. Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I228151691","display_name":"Ho Chi Minh City International University","ror":"https://ror.org/003szmg30","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I228151691"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Uyen D. Nguyen","raw_affiliation_strings":["School of Electrical Engineering, International University,Ho Chi Minh city,Vietnam,700000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, International University,Ho Chi Minh city,Vietnam,700000","institution_ids":["https://openalex.org/I228151691"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056531404","display_name":"Quoc Thien Huynh","orcid":"https://orcid.org/0000-0002-1426-3333"},"institutions":[{"id":"https://openalex.org/I228151691","display_name":"Ho Chi Minh City International University","ror":"https://ror.org/003szmg30","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023","https://openalex.org/I228151691"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Quoc T. Huynh","raw_affiliation_strings":["School of Electrical Engineering, International University,Ho Chi Minh city,Vietnam,700000"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering, International University,Ho Chi Minh city,Vietnam,700000","institution_ids":["https://openalex.org/I228151691"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I228151691"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27166176,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"308","last_page":"312"},"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/T11285","display_name":"Hearing Impairment and Communication","score":0.9937999844551086,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9386000037193298,"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/computer-science","display_name":"Computer science","score":0.7418687343597412},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.6316015720367432},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.6013894081115723},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.5880793929100037},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5641390681266785},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.4895699918270111},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4704873859882355},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.320904016494751},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1276036500930786}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7418687343597412},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.6316015720367432},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.6013894081115723},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.5880793929100037},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5641390681266785},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.4895699918270111},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4704873859882355},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.320904016494751},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1276036500930786},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/rivf64335.2024.11009051","is_oa":false,"landing_page_url":"https://doi.org/10.1109/rivf64335.2024.11009051","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 RIVF International Conference on Computing and Communication Technologies (RIVF)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6399999856948853}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W25168235","https://openalex.org/W112750639","https://openalex.org/W1971252500","https://openalex.org/W2127141656","https://openalex.org/W2518448700","https://openalex.org/W2622826443","https://openalex.org/W2788495578","https://openalex.org/W3190913609","https://openalex.org/W3202747033","https://openalex.org/W4212986483","https://openalex.org/W4283814242","https://openalex.org/W4313135837","https://openalex.org/W4318571797","https://openalex.org/W4367047590","https://openalex.org/W4372260128","https://openalex.org/W4392904699","https://openalex.org/W6729540071","https://openalex.org/W6802893377"],"related_works":["https://openalex.org/W2375873920","https://openalex.org/W2110143569","https://openalex.org/W3122938442","https://openalex.org/W2146114872","https://openalex.org/W2392060890","https://openalex.org/W2392760275","https://openalex.org/W4379621602","https://openalex.org/W4294690766","https://openalex.org/W2083530853","https://openalex.org/W1989687946"],"abstract_inverted_index":{"According":[0],"to":[1,58,70,83,100],"the":[2,6,39,94,103,106,119,140],"World":[3],"Federation":[4],"of":[5,20,126,132,137],"Deaf,":[7],"over":[8,127],"70":[9],"million":[10,31],"people":[11,32],"worldwide":[12],"use":[13],"sign":[14,46,60,72,86],"language":[15,47,61,73,87],"as":[16],"their":[17],"primary":[18],"means":[19],"communication.":[21],"It":[22],"is":[23,50],"estimated":[24],"that":[25],"by":[26],"2050,":[27],"more":[28],"than":[29],"700":[30],"will":[33],"suffer":[34],"from":[35],"hearing":[36],"loss.":[37],"Consequently,":[38],"demand":[40],"for":[41,112,139],"a":[42,75,80,129,135],"fast":[43],"and":[44,134],"interpreter-free":[45],"translation":[48,104],"medium":[49],"increasing":[51],"daily.":[52],"Although":[53],"there":[54,63],"are":[55],"many":[56],"approaches":[57],"word-level":[59,124],"translation,":[62],"has":[64],"not":[65],"been":[66],"an":[67,122],"efficient":[68],"method":[69,120],"detect":[71],"on":[74],"sentence-level.":[76,141],"This":[77],"research":[78],"proposes":[79],"novel":[81],"approach":[82],"continuously":[84],"translate":[85],"using":[88,115],"Convolutional":[89],"Neural":[90],"Networks":[91],"(CNN)":[92],"at":[93,105],"word-level,":[95],"employing":[96],"multiple":[97],"window":[98],"filters":[99],"further":[101],"process":[102],"sentencelevel.":[107],"By":[108],"computing":[109],"feature":[110],"maps":[111],"each":[113],"image":[114],"Time":[116],"Distributed":[117],"layers,":[118],"achieves":[121],"overall":[123],"accuracy":[125],"99%,":[128],"BLEU":[130],"score":[131],"0.883,":[133],"WER":[136],"0.081":[138]},"counts_by_year":[],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
