{"id":"https://openalex.org/W3193541256","doi":"https://doi.org/10.1145/3471391.3471422","title":"A Machine Learning Based Sign Language Interpretation System for Communication with Deaf-mute People","display_name":"A Machine Learning Based Sign Language Interpretation System for Communication with Deaf-mute People","publication_year":2021,"publication_date":"2021-08-13","ids":{"openalex":"https://openalex.org/W3193541256","doi":"https://doi.org/10.1145/3471391.3471422","mag":"3193541256"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3471391.3471422","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5009607134","display_name":"Muhaimin Bin Munir","orcid":"https://orcid.org/0000-0002-3884-3818"},"institutions":[],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Muhaimin Bin Munir","raw_affiliation_strings":["Military Institute of Science and Technology, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Military Institute of Science and Technology, Dhaka, Bangladesh","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071372368","display_name":"Fariha Raisa Alam","orcid":null},"institutions":[],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Fariha Raisa Alam","raw_affiliation_strings":["Military Institute of Science and Technology, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Military Institute of Science and Technology, Dhaka, Bangladesh","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029968111","display_name":"Shadman Ishrak","orcid":null},"institutions":[],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shadman Ishrak","raw_affiliation_strings":["Military Institute of Science and Technology, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Military Institute of Science and Technology, Dhaka, Bangladesh","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000710529","display_name":"Sonaila Hussain","orcid":null},"institutions":[],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Sonaila Hussain","raw_affiliation_strings":["Military Institute of Science and Technology, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Military Institute of Science and Technology, Dhaka, Bangladesh","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022795471","display_name":"Md. Shalahuddin","orcid":null},"institutions":[],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Md. Shalahuddin","raw_affiliation_strings":["Military Institute of Science and Technology, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Military Institute of Science and Technology, Dhaka, Bangladesh","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5046681246","display_name":"Muhammad Nazrul Islam","orcid":"https://orcid.org/0000-0002-7189-4879"},"institutions":[],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Muhammad Nazrul Islam","raw_affiliation_strings":["Military Institute of Science and Technology, Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Military Institute of Science and Technology, Dhaka, Bangladesh","institution_ids":[]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.693,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.585366,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":82,"max":84},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":1.0,"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":1.0,"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":0.9962,"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":0.9851,"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-system","display_name":"Sign system","score":0.6054512},{"id":"https://openalex.org/keywords/spelling","display_name":"Spelling","score":0.52393776},{"id":"https://openalex.org/keywords/usable","display_name":"USable","score":0.4730258},{"id":"https://openalex.org/keywords/closed-captioning","display_name":"Closed captioning","score":0.42829692},{"id":"https://openalex.org/keywords/american-sign-language","display_name":"American Sign Language","score":0.41966003}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.85923576},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.83823764},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.68905044},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.6214684},{"id":"https://openalex.org/C12761454","wikidata":"https://www.wikidata.org/wiki/Q7512598","display_name":"Sign system","level":2,"score":0.6054512},{"id":"https://openalex.org/C2777801307","wikidata":"https://www.wikidata.org/wiki/Q2088390","display_name":"Spelling","level":2,"score":0.52393776},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.5060348},{"id":"https://openalex.org/C2780615836","wikidata":"https://www.wikidata.org/wiki/Q2471869","display_name":"USable","level":2,"score":0.4730258},{"id":"https://openalex.org/C527412718","wikidata":"https://www.wikidata.org/wiki/Q855395","display_name":"Interpretation (philosophy)","level":2,"score":0.42839336},{"id":"https://openalex.org/C157657479","wikidata":"https://www.wikidata.org/wiki/Q2367247","display_name":"Closed captioning","level":3,"score":0.42829692},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.42744294},{"id":"https://openalex.org/C2776737515","wikidata":"https://www.wikidata.org/wiki/Q14759","display_name":"American Sign Language","level":3,"score":0.41966003},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35686418},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.33141023},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.30798292},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1997113},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.15927562},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.13807806},{"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/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/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/3471391.3471422","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality education","score":0.8}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":26,"referenced_works":["https://openalex.org/W1497212834","https://openalex.org/W1972570271","https://openalex.org/W1978939920","https://openalex.org/W1993928670","https://openalex.org/W2040524698","https://openalex.org/W2056537703","https://openalex.org/W2114663907","https://openalex.org/W2118361869","https://openalex.org/W2129792427","https://openalex.org/W2500655499","https://openalex.org/W2587155412","https://openalex.org/W2621417161","https://openalex.org/W2734574050","https://openalex.org/W2772956121","https://openalex.org/W2773973715","https://openalex.org/W2779423082","https://openalex.org/W2796453247","https://openalex.org/W2886054295","https://openalex.org/W2897666773","https://openalex.org/W2901843047","https://openalex.org/W2914301685","https://openalex.org/W2967444965","https://openalex.org/W2981531407","https://openalex.org/W3133458179","https://openalex.org/W4235517609","https://openalex.org/W956755038"],"related_works":["https://openalex.org/W4390482156","https://openalex.org/W4384518601","https://openalex.org/W4320507610","https://openalex.org/W3177712091","https://openalex.org/W3040456104","https://openalex.org/W2954293526","https://openalex.org/W2559892655","https://openalex.org/W2089405242","https://openalex.org/W2004685257","https://openalex.org/W1977288663"],"abstract_inverted_index":{"An":[0],"utmost":[1],"necessity":[2],"of":[3,17,55,71,129,152,174],"the":[4,11,15,31,44,53,69,150,156,165],"deaf-mute":[5,45,86,166],"people":[6,13,167],"is":[7,74],"to":[8,52,75,83,171],"communicate":[9],"with":[10,85,149,161,180],"non-mute":[12,66],"without":[14],"knowledge":[16],"sign":[18,41,79],"language":[19,42,80],"in":[20],"different":[21],"environments":[22],"including":[23,164],"office":[24],"premises,":[25],"shopping":[26],"centers,":[27],"educational":[28],"institutions,":[29],"and":[30,57,65,100,124,133,168],"like.":[32],"Although":[33],"several":[34],"systems":[35],"exist":[36],"for":[37,43,60,127],"teaching":[38],"or":[39],"learning":[40],"people,":[46],"little":[47],"attention":[48],"has":[49,117,140],"been":[50,118,141],"paid":[51],"development":[54],"useful":[56],"usable":[58],"tools":[59],"effortless":[61],"communication":[62],"between":[63,97],"mute":[64],"people.":[67,103],"Therefore,":[68],"objective":[70],"this":[72,106],"research":[73],"develop":[76],"an":[77,122],"intelligent":[78],"interpretation":[81],"system":[82,158],"connect":[84],"community,":[87],"which":[88,143],"will":[89],"be":[90,172],"used":[91],"as":[92],"a":[93,109],"two":[94],"way":[95],"correspondence":[96],"speech":[98],"impaired":[99],"regular":[101],"speaking":[102],"To":[104],"attain":[105],"objective,":[107],"firstly,":[108],"survey":[110],"on":[111,137],"recent":[112],"vision-based":[113],"gesture":[114],"recognition":[115,128],"approaches":[116],"carried":[119],"out.":[120],"Secondly,":[121],"efficient":[123],"improved":[125],"method":[126,139],"static":[130],"hand":[131],"posture":[132],"temporal":[134],"gesture,":[135],"focusing":[136],"finger-spelling":[138],"proposed":[142],"was":[144,159,169],"developed":[145,157],"using":[146],"raspberry":[147],"pi":[148],"help":[151],"machine":[153],"learning.":[154],"Finally,":[155],"evaluated":[160],"60":[162],"participants":[163],"found":[170],"capable":[173],"successfully":[175],"carrying":[176],"out":[177],"its":[178],"functions":[179],"good":[181],"performance.":[182]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W3193541256","counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2}],"updated_date":"2025-03-29T23:04:55.183363","created_date":"2021-08-30"}