{"id":"https://openalex.org/W2291423401","doi":"https://doi.org/10.1109/icsipa.2015.7412187","title":"Sign language recognition with microsoft Kinect's depth and colour sensors","display_name":"Sign language recognition with microsoft Kinect's depth and colour sensors","publication_year":2015,"publication_date":"2015-10-01","ids":{"openalex":"https://openalex.org/W2291423401","doi":"https://doi.org/10.1109/icsipa.2015.7412187","mag":"2291423401"},"language":"en","primary_location":{"id":"doi:10.1109/icsipa.2015.7412187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsipa.2015.7412187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA)","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/A5059635567","display_name":"Panupon Usachokcharoen","orcid":null},"institutions":[{"id":"https://openalex.org/I91538806","display_name":"King Mongkut's Institute of Technology Ladkrabang","ror":"https://ror.org/055mf0v62","country_code":"TH","type":"education","lineage":["https://openalex.org/I91538806"]}],"countries":["TH"],"is_corresponding":true,"raw_author_name":"Panupon Usachokcharoen","raw_affiliation_strings":["Faculty of Information Technology, King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand","institution_ids":["https://openalex.org/I91538806"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053654332","display_name":"Yoshikazu Washizawa","orcid":"https://orcid.org/0000-0001-8257-518X"},"institutions":[{"id":"https://openalex.org/I20529979","display_name":"University of Electro-Communications","ror":"https://ror.org/02x73b849","country_code":"JP","type":"education","lineage":["https://openalex.org/I20529979"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Yoshikazu Washizawa","raw_affiliation_strings":["Department of Communication Engineering and Informatics, The University of Electro-Communications, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Communication Engineering and Informatics, The University of Electro-Communications, Tokyo, Japan","institution_ids":["https://openalex.org/I20529979"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066462028","display_name":"Kitsuchart Pasupa","orcid":"https://orcid.org/0000-0001-8359-9888"},"institutions":[{"id":"https://openalex.org/I91538806","display_name":"King Mongkut's Institute of Technology Ladkrabang","ror":"https://ror.org/055mf0v62","country_code":"TH","type":"education","lineage":["https://openalex.org/I91538806"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Kitsuchart Pasupa","raw_affiliation_strings":["Faculty of Information Technology, King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, King Mongkut's Institute of Technology Ladkrabang, Bangkok, Thailand","institution_ids":["https://openalex.org/I91538806"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5059635567"],"corresponding_institution_ids":["https://openalex.org/I91538806"],"apc_list":null,"apc_paid":null,"fwci":0.6467,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.73120771,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"186","last_page":"190"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9890999794006348,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9886000156402588,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7426444888114929},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.6908473968505859},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.642471194267273},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6172673106193542},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.611751914024353},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.563554584980011},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5618219971656799},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5569517016410828},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4176170527935028},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08673611283302307},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.061121076345443726}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7426444888114929},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.6908473968505859},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.642471194267273},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6172673106193542},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.611751914024353},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.563554584980011},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5618219971656799},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5569517016410828},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4176170527935028},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08673611283302307},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.061121076345443726},{"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/icsipa.2015.7412187","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsipa.2015.7412187","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 IEEE International Conference on Signal and Image Processing Applications (ICSIPA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5199999809265137,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":8,"referenced_works":["https://openalex.org/W2016356351","https://openalex.org/W2072028093","https://openalex.org/W2094645604","https://openalex.org/W2114663654","https://openalex.org/W2123182584","https://openalex.org/W2151047074","https://openalex.org/W2153635508","https://openalex.org/W2165201613"],"related_works":["https://openalex.org/W2090763504","https://openalex.org/W148178222","https://openalex.org/W2110143569","https://openalex.org/W2104657898","https://openalex.org/W3122938442","https://openalex.org/W1948992892","https://openalex.org/W1886884218","https://openalex.org/W1910826599","https://openalex.org/W1980100242","https://openalex.org/W2530420969"],"abstract_inverted_index":{"In":[0,29],"the":[1,73,80,98,120,126,133,141],"last":[2],"few":[3],"years,":[4],"many":[5],"technologies":[6,16],"for":[7,17],"helping":[8],"differently-abled":[9],"people":[10],"have":[11],"been":[12],"developed":[13],"continually":[14],"including":[15],"recognising":[18],"sign":[19,34,59],"language":[20,35],"that":[21,132],"enables":[22],"them":[23],"to":[24,47,55,114],"communicate":[25],"with":[26,97],"each":[27],"other.":[28],"this":[30],"research,":[31],"we":[32],"studied":[33],"recognition":[36],"using":[37],"Microsoft":[38,41],"Kinect.":[39],"Conventionally,":[40],"Kinect":[42],"uses":[43],"its":[44],"depth":[45,49,74],"sensor":[46],"collect":[48],"and":[50,75,84,110,124,137],"motion":[51,136],"features":[52,81,94,139],"in":[53,58],"order":[54],"recognise":[56],"words":[57,128],"language.":[60],"Our":[61],"proposed":[62],"method":[63],"improved":[64],"it":[65],"by":[66,72,87],"adding":[67],"colour":[68,76,138],"feature":[69],"sensing.":[70],"Acquired":[71],"sensors,":[77],"all":[78],"of":[79,119,135],"were":[82,95],"extracted":[83],"then":[85],"machine-learned":[86],"multi-class":[88],"Support":[89],"Vector":[90],"Machine.":[91],"The":[92],"learned":[93],"associated":[96],"following":[99],"words:":[100],"`Name',":[101],"`No',":[102],"`Thank":[103],"you',":[104],"`How":[105],"many',":[106],"`What',":[107],"`Where',":[108],"`Yes',":[109],"`Your'.":[111],"An":[112],"experiment":[113],"find":[115],"out":[116],"which":[117],"combination":[118,134],"three":[121],"features-depth,":[122],"motion,":[123],"colour-predicted":[125],"mentioned":[127],"most":[129],"accurately":[130],"showed":[131],"achieved":[140],"highest":[142],"accuracy":[143],"at":[144],"95%.":[145]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
