{"id":"https://openalex.org/W4404032080","doi":"https://doi.org/10.1109/icccnt61001.2024.10725577","title":"CNN based encoder and decoder model for sign language communication","display_name":"CNN based encoder and decoder model for sign language communication","publication_year":2024,"publication_date":"2024-06-24","ids":{"openalex":"https://openalex.org/W4404032080","doi":"https://doi.org/10.1109/icccnt61001.2024.10725577"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt61001.2024.10725577","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725577","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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/A5112684379","display_name":"S. Preethi","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"S Preethi","raw_affiliation_strings":["Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai,Tamil Nadu,India"],"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai,Tamil Nadu,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087702948","display_name":"T. Meeradevi","orcid":"https://orcid.org/0000-0003-4989-4028"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"T Meeradevi","raw_affiliation_strings":["Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai,Tamil Nadu,India"],"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai,Tamil Nadu,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018800738","display_name":"Veena Narayanan","orcid":"https://orcid.org/0000-0002-0978-6674"},"institutions":[{"id":"https://openalex.org/I98499257","display_name":"Kalasalingam Academy of Research and Education","ror":"https://ror.org/04fm2fn75","country_code":"IN","type":"education","lineage":["https://openalex.org/I98499257"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"V Sathya Narayanan","raw_affiliation_strings":["Kalasalingam Academy of Research and Education,Department of Computer Science Engineering,Virudhunagar,Tamil Nadu,India","Kalasalingam Academy of Research and Eduation,Department of Computer Science Engineering,Virudhunagar,Tamil Nadu,India"],"affiliations":[{"raw_affiliation_string":"Kalasalingam Academy of Research and Education,Department of Computer Science Engineering,Virudhunagar,Tamil Nadu,India","institution_ids":["https://openalex.org/I98499257"]},{"raw_affiliation_string":"Kalasalingam Academy of Research and Eduation,Department of Computer Science Engineering,Virudhunagar,Tamil Nadu,India","institution_ids":["https://openalex.org/I98499257"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114511890","display_name":"S Dharshika","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S Dharshika","raw_affiliation_strings":["Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai,Tamil Nadu,India"],"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai,Tamil Nadu,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114511891","display_name":"V.M Ashvathan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"V.M Ashvathan","raw_affiliation_strings":["Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai,Tamil Nadu,India"],"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai,Tamil Nadu,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114511892","display_name":"K Sreedharshan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"K Sreedharshan","raw_affiliation_strings":["Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai,Tamil Nadu,India"],"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of Electronics and Communication Engineering,Perundurai,Tamil Nadu,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5112684379"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19622158,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9361000061035156,"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":0.9361000061035156,"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":0.7842819690704346},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6270934343338013},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.5189630389213562},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.5051410794258118},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4688454866409302},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.35333144664764404},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34331658482551575},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.33259403705596924},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.15612497925758362},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09246161580085754},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.08403539657592773}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7842819690704346},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6270934343338013},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.5189630389213562},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.5051410794258118},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4688454866409302},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35333144664764404},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34331658482551575},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.33259403705596924},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.15612497925758362},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09246161580085754},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.08403539657592773},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt61001.2024.10725577","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt61001.2024.10725577","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2096976709","https://openalex.org/W2992983807","https://openalex.org/W2997980390","https://openalex.org/W3034765865","https://openalex.org/W3046952127","https://openalex.org/W3099043301","https://openalex.org/W3139022918","https://openalex.org/W3198876595","https://openalex.org/W4237904404","https://openalex.org/W4281710609","https://openalex.org/W4312824350","https://openalex.org/W4312988544","https://openalex.org/W6847545277"],"related_works":["https://openalex.org/W4390516098","https://openalex.org/W2181948922","https://openalex.org/W2384362569","https://openalex.org/W2110143569","https://openalex.org/W3122938442","https://openalex.org/W2142795561","https://openalex.org/W4205302943","https://openalex.org/W2561132942","https://openalex.org/W4379621602","https://openalex.org/W1989687946"],"abstract_inverted_index":{"World":[0],"Health":[1],"Organization\u2019s":[2],"report":[3],"says":[4],"that":[5,47],"there":[6],"are":[7],"more":[8],"than":[9],"466":[10],"million":[11,20],"individuals":[12],"worldwide":[13],"who":[14],"have":[15],"hearing":[16],"impairments,":[17],"with":[18,100],"72":[19],"of":[21,43,104,111],"them":[22],"experiencing":[23],"deafness.":[24],"In":[25],"this":[26],"paper,":[27],"a":[28,101,108,129],"model":[29,84,97,133],"is":[30],"proposed":[31,40,75],"for":[32],"two-way":[33],"sign":[34],"language":[35],"communicationto":[36],"assist":[37],"these":[38],"people.The":[39],"system":[41],"consists":[42],"two":[44],"components,":[45],"one":[46],"converts":[48],"image":[49,127],"to":[50,55,59,72,79,106,126],"voice":[51,57,125],"and":[52,67,89,93,115],"the":[53,74,124],"other":[54],"convert":[56],"back":[58],"an":[60],"image.":[61],"A":[62],"dataset":[63],"comprising":[64],"55,500":[65],"samples":[66],"37":[68,81],"classes":[69,82],"were":[70],"used":[71],"train":[73],"Convolutional":[76],"Neural":[77],"Networkmodel(CNN)":[78],"recognize":[80],"for.The":[83],"contains":[85],"three":[86],"convolutional":[87],"layers":[88,92],"2":[90],"hidden":[91],"output":[94],"layer.":[95],"The":[96],"was":[98,134],"trained":[99],"batch":[102],"size":[103],"32,":[105],"achieve":[107],"maximum":[109],"accuracy":[110],"98.84%":[112],"in":[113,121],"training":[114],"$\\mathbf{9":[116],"6.":[117],"5":[118],"8":[119],"\\%}$":[120],"validation.":[122],"For":[123],"conversion":[128],"pretrained":[130],"open":[131],"source":[132],"used.":[135]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}