{"id":"https://openalex.org/W7167679136","doi":"https://doi.org/10.1109/ic2pct68894.2026.11584465","title":"Real-Time Indian Sign Language Recognition Using Hand Landmarks and ANN with Hindi Speech Output","display_name":"Real-Time Indian Sign Language Recognition Using Hand Landmarks and ANN with Hindi Speech Output","publication_year":2026,"publication_date":"2026-05-15","ids":{"openalex":"https://openalex.org/W7167679136","doi":"https://doi.org/10.1109/ic2pct68894.2026.11584465"},"language":"en","primary_location":{"id":"doi:10.1109/ic2pct68894.2026.11584465","doi":"https://doi.org/10.1109/ic2pct68894.2026.11584465","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ic2pct68894.2026.11584465","pdf_url":null,"source":{"id":"https://openalex.org/S4306498805","display_name":"IEEE International Conference on Computing, Power and Communication Technologies (IC2PCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 6th International Conference on Computing, Power, and Communication Technologies (IC2PCT)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.1109/ic2pct68894.2026.11584465","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5135674537","display_name":"Deepanshi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Deepanshi","raw_affiliation_strings":["Raj Kumar Goel Institute of Technology,Dept. of Electronics &#x0026; Communication,Ghaziabad,UP,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Raj Kumar Goel Institute of Technology,Dept. of Electronics &#x0026; Communication,Ghaziabad,UP,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083057573","display_name":"Geetanjali Sharma","orcid":"https://orcid.org/0000-0001-7814-1637","observed_orcids":["https://orcid.org/0000-0001-7814-1637"]},"institutions":[{"id":"https://openalex.org/I101407740","display_name":"Chandigarh University","ror":"https://ror.org/05t4pvx35","country_code":"IN","type":"education","lineage":["https://openalex.org/I101407740"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Geetanjali Sharma","raw_affiliation_strings":["University Institute of Computing, Chandigarh University,Dept. of Computer Application,Mohali,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University Institute of Computing, Chandigarh University,Dept. of Computer Application,Mohali,India","institution_ids":["https://openalex.org/I101407740"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140224941","display_name":"Nishika Raj","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nishika Raj","raw_affiliation_strings":["Raj Kumar Goel Institute of Technology,Dept. of Electronics &#x0026; Communication,Ghaziabad,UP,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Raj Kumar Goel Institute of Technology,Dept. of Electronics &#x0026; Communication,Ghaziabad,UP,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5140263697","display_name":"Sharmila","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sharmila","raw_affiliation_strings":["Raj Kumar Goel Institute of Technology,Dept. of Electronics &#x0026; Communication,Ghaziabad,UP,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Raj Kumar Goel Institute of Technology,Dept. of Electronics &#x0026; Communication,Ghaziabad,UP,India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101435359","display_name":"Priyanka Tyagi","orcid":"https://orcid.org/0000-0003-4290-5361","observed_orcids":["https://orcid.org/0000-0003-4290-5361","https://orcid.org/0009-0008-0162-6976"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Priyanka Tyagi","raw_affiliation_strings":["Raj Kumar Goel Institute of Technology,Dept. of Electronics &#x0026; Communication,Ghaziabad,UP,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Raj Kumar Goel Institute of Technology,Dept. of Electronics &#x0026; Communication,Ghaziabad,UP,India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019476485","display_name":"Kashika Singh","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Kashika Singh","raw_affiliation_strings":["Raj Kumar Goel Institute of Technology,Dept. of Electronics &#x0026; Communication,Ghaziabad,UP,India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Raj Kumar Goel Institute of Technology,Dept. of Electronics &#x0026; Communication,Ghaziabad,UP,India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.51928292,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1149","last_page":"1153"},"is_retracted":false,"is_paratext":false,"is_xpac":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/T10812","display_name":"Human Pose and Action Recognition","score":0.0,"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":0.0,"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/indian-sign-language","display_name":"Indian Sign Language","score":0.9629999995231628},{"id":"https://openalex.org/keywords/sign-language-recognition","display_name":"sign language recognition","score":0.9399999976158142},{"id":"https://openalex.org/keywords/hand-landmark-detection","display_name":"hand landmark detection","score":0.7739999890327454},{"id":"https://openalex.org/keywords/mediapipe","display_name":"MediaPipe","score":0.8759999871253967},{"id":"https://openalex.org/keywords/gesture-classification","display_name":"gesture classification","score":0.7990000247955322},{"id":"https://openalex.org/keywords/text-to-speech","display_name":"text-to-speech","score":0.8309999704360962},{"id":"https://openalex.org/keywords/real-time-translation","display_name":"real-time translation","score":0.6480000019073486},{"id":"https://openalex.org/keywords/webcam-based-recognition","display_name":"webcam-based recognition","score":0.5709999799728394},{"id":"https://openalex.org/keywords/illumination-robustness","display_name":"illumination robustness","score":0.5649999976158142}],"concepts":[{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5963000059127808},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5760999917984009},{"id":"https://openalex.org/C519982507","wikidata":"https://www.wikidata.org/wiki/Q1568","display_name":"Hindi","level":2,"score":0.5389000177383423},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4896000027656555},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.39719998836517334},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.3952000141143799},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.33899998664855957},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.32440000772476196},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.2515999972820282},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.2409999966621399}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ic2pct68894.2026.11584465","doi":"https://doi.org/10.1109/ic2pct68894.2026.11584465","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ic2pct68894.2026.11584465","pdf_url":null,"source":{"id":"https://openalex.org/S4306498805","display_name":"IEEE International Conference on Computing, Power and Communication Technologies (IC2PCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 6th International Conference on Computing, Power, and Communication Technologies (IC2PCT)","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1109/ic2pct68894.2026.11584465","doi":"https://doi.org/10.1109/ic2pct68894.2026.11584465","is_oa":true,"landing_page_url":"https://doi.org/10.1109/ic2pct68894.2026.11584465","pdf_url":null,"source":{"id":"https://openalex.org/S4306498805","display_name":"IEEE International Conference on Computing, Power and Communication Technologies (IC2PCT)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 IEEE 6th International Conference on Computing, Power, and Communication Technologies (IC2PCT)","raw_type":"proceedings-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2759302818","https://openalex.org/W2964253156","https://openalex.org/W3034765865","https://openalex.org/W4206357202","https://openalex.org/W4390872401","https://openalex.org/W4399893940","https://openalex.org/W4402924577","https://openalex.org/W4408859567","https://openalex.org/W4410106355","https://openalex.org/W4413940662"],"related_works":["https://openalex.org/W7220848732","https://openalex.org/W7170043393","https://openalex.org/W7166643354","https://openalex.org/W7159664581","https://openalex.org/W7201875498","https://openalex.org/W4415366895","https://openalex.org/W4409529297","https://openalex.org/W7125474807","https://openalex.org/W7213539446","https://openalex.org/W3198745348"],"abstract_inverted_index":{"This":[0],"proposed":[1],"work":[2],"aims":[3],"to":[4,43,65,91,108,121,137,168],"narrow":[5],"the":[6,52,70,93,123],"gap":[7],"between":[8],"those":[9,17],"who":[10,18],"know":[11,21],"Indian":[12],"Sign":[13],"Language":[14],"(ISL)":[15],"and":[16,38,50,56,72,135,150,155,163,173,181],"do":[19],"not":[20],"it.":[22],"The":[23,40,60,97,130,141,165],"authors":[24],"have":[25],"introduced":[26],"an":[27,86,145],"AI-based":[28],"system":[29,61,131],"that":[30],"can":[31],"convert":[32,51],"ISL":[33,101,170],"gestures":[34,94],"into":[35,54,75,95,114,125,178],"Hindi":[36,179],"text":[37,55,113,124,180],"speech.":[39,182],"idea":[41,166],"is":[42,119,167],"recognize":[44,66],"hand":[45,71],"movements":[46],"using":[47],"a":[48,76],"webcam":[49],"action":[53],"speech":[57],"in":[58,128],"real-time.":[59,129],"has":[62,84,132,152],"used":[63,85,120,133],"MediaPipe":[64],"21":[67],"landmarks":[68],"on":[69],"combine":[73],"them":[74],"63-dimensional":[77],"vector.":[78],"After":[79],"normalizing":[80],"this":[81,139],"vector,":[82],"it":[83,151,177],"Artificial":[87],"Neural":[88],"Network":[89],"(ANN)":[90],"classify":[92],"words.":[96],"data":[98],"includes":[99],"various":[100],"gesture":[102],"classes":[103],"under":[104],"different":[105],"lighting":[106],"conditions":[107],"increase":[109],"robustness.":[110],"For":[111],"converting":[112,176],"speech,":[115],"Google":[116],"Text-toSpeech":[117],"(gTTS),":[118],"converts":[122],"spoken":[126],"language":[127],"TensorFlow":[134],"OpenCV":[136],"implement":[138],"system.":[140],"experimental":[142],"results":[143],"show":[144],"accuracy":[146],"of":[147],"around$94-95":[148],"{\\%}$,":[149],"low":[153],"latency,":[154],"suitable":[156],"for":[157],"real-time":[158],"usage":[159],"with":[160],"typical":[161],"hardware":[162],"webcam.":[164],"make":[169],"more":[171],"accessible":[172],"communicative":[174],"by":[175]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-07-09T00:00:00"}
