{"id":"https://openalex.org/W2046356236","doi":"https://doi.org/10.1109/icaccct.2014.7019333","title":"Real time Sign Language Recognition using PCA","display_name":"Real time Sign Language Recognition using PCA","publication_year":2014,"publication_date":"2014-05-01","ids":{"openalex":"https://openalex.org/W2046356236","doi":"https://doi.org/10.1109/icaccct.2014.7019333","mag":"2046356236"},"language":"en","primary_location":{"id":"doi:10.1109/icaccct.2014.7019333","doi":"https://doi.org/10.1109/icaccct.2014.7019333","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaccct.2014.7019333","pdf_url":null,"source":{"id":"https://openalex.org/S4306422585","display_name":"IEEE International Conference on Advanced Communications, Control and Computing Technologies","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Advanced Communications, Control and Computing Technologies","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5016894436","display_name":"Shreyashi Narayan Sawant","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shreyashi Narayan Sawant","raw_affiliation_strings":["Department of Electronics and Telecommunication, Rajarambapu Institute of Technology, Islampur, India","Department of Electronics and Telecommunication, Rajarambapu Institute of Technology, Rajaramnagar, Islampur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunication, Rajarambapu Institute of Technology, Islampur, India","institution_ids":[]},{"raw_affiliation_string":"Department of Electronics and Telecommunication, Rajarambapu Institute of Technology, Rajaramnagar, Islampur, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076518709","display_name":"Mahesh Kumbhar","orcid":"https://orcid.org/0000-0003-1296-1944","observed_orcids":["https://orcid.org/0000-0003-1296-1944","https://orcid.org/0000-0003-4647-9363"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. S. Kumbhar","raw_affiliation_strings":["Department of Electronics and Telecommunication, Rajarambapu Institute of Technology, Islampur, India","Department of Electronics and Telecommunication, Rajarambapu Institute of Technology, Rajaramnagar, Islampur, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronics and Telecommunication, Rajarambapu Institute of Technology, Islampur, India","institution_ids":[]},{"raw_affiliation_string":"Department of Electronics and Telecommunication, Rajarambapu Institute of Technology, Rajaramnagar, Islampur, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.3798,"has_fulltext":false,"cited_by_count":66,"citation_normalized_percentile":{"value":0.88468433,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1412","last_page":"1415"},"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/T10601","display_name":"Handwritten Text Recognition Techniques","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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/sign-language-recognition","display_name":"sign language recognition","score":0.9679999947547913},{"id":"https://openalex.org/keywords/indian-sign-language","display_name":"Indian Sign Language","score":0.9890000224113464},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"gesture recognition","score":0.6119999885559082},{"id":"https://openalex.org/keywords/hand-segmentation","display_name":"hand segmentation","score":0.7429999709129333},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"feature extraction","score":0.6620000004768372},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"principal component analysis","score":0.8849999904632568},{"id":"https://openalex.org/keywords/real-time-recognition","display_name":"real-time recognition","score":0.6620000004768372},{"id":"https://openalex.org/keywords/deaf-communication","display_name":"deaf communication","score":0.4729999899864197}],"concepts":[{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.8928499817848206},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.8395788669586182},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.8206115961074829},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.798568844795227},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6161038279533386},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6082366704940796},{"id":"https://openalex.org/C2780365114","wikidata":"https://www.wikidata.org/wiki/Q169478","display_name":"MATLAB","level":2,"score":0.5863012671470642},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.5858709812164307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5250656008720398},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5127478837966919},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.45621126890182495},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3747010827064514},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.37363165616989136},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09168776869773865},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/icaccct.2014.7019333","doi":"https://doi.org/10.1109/icaccct.2014.7019333","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaccct.2014.7019333","pdf_url":null,"source":{"id":"https://openalex.org/S4306422585","display_name":"IEEE International Conference on Advanced Communications, Control and Computing Technologies","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 IEEE International Conference on Advanced Communications, Control and Computing Technologies","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1992589953","https://openalex.org/W2024120631","https://openalex.org/W2044169976","https://openalex.org/W2114559551","https://openalex.org/W2131066723","https://openalex.org/W2149584813","https://openalex.org/W2159815235","https://openalex.org/W2170912978","https://openalex.org/W2533653066"],"related_works":["https://openalex.org/W2555533108","https://openalex.org/W2616157432","https://openalex.org/W2765605973","https://openalex.org/W3180640527","https://openalex.org/W7216561605","https://openalex.org/W2028479614","https://openalex.org/W2581177282","https://openalex.org/W6968643398","https://openalex.org/W2937914522","https://openalex.org/W2800393472"],"abstract_inverted_index":{"The":[0,32,78,99],"Sign":[1,15,27],"Language":[2,16,28],"is":[3,56,92],"a":[4],"method":[5],"of":[6,20],"communication":[7,105],"for":[8,86],"deaf-dumb":[9,108],"people.":[10,112],"This":[11],"paper":[12],"presents":[13],"the":[14,25],"Recognition":[17],"system":[18,34,101],"capable":[19],"recognizing":[21],"26":[22],"gestures":[23],"from":[24],"Indian":[26],"by":[29,58],"using":[30,59],"MATLAB.":[31],"proposed":[33,100],"having":[35],"four":[36],"modules":[37],"such":[38,66],"as:":[39],"pre-processing":[40],"and":[41,48,52,70,89,96,110],"hand":[42],"segmentation,":[43],"feature":[44],"extraction,":[45],"sign":[46,49],"recognition":[47,88],"to":[50,103],"text":[51,95],"voice":[53,97],"conversion.":[54],"Segmentation":[55],"done":[57],"image":[60],"processing.":[61],"Different":[62],"features":[63],"are":[64,74],"extracted":[65],"as":[67],"Eigen":[68,71],"values":[69],"vectors":[72],"which":[73],"used":[75,85],"in":[76],"recognition.":[77],"Principle":[79],"Component":[80],"Analysis":[81],"(PCA)":[82],"algorithm":[83],"was":[84],"gesture":[87,91],"recognized":[90],"converted":[93],"into":[94],"format.":[98],"helps":[102],"minimize":[104],"barrier":[106],"between":[107],"people":[109],"normal":[111]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":6},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":14},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":8},{"year":2016,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}