{"id":"https://openalex.org/W2110676183","doi":"https://doi.org/10.1109/icacci.2013.6637300","title":"Kinect based real-time gesture spotting using HCRF","display_name":"Kinect based real-time gesture spotting using HCRF","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W2110676183","doi":"https://doi.org/10.1109/icacci.2013.6637300","mag":"2110676183"},"language":"en","primary_location":{"id":"doi:10.1109/icacci.2013.6637300","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2013.6637300","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","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/A5056201625","display_name":"Mahesh Chikkanna","orcid":null},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Mahesh Chikkanna","raw_affiliation_strings":["National Institute of Technology, Karnataka, Mangalore, India","National Inst. of Technology Karnataka, Mangalore  India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology, Karnataka, Mangalore, India","institution_ids":["https://openalex.org/I11880225"]},{"raw_affiliation_string":"National Inst. of Technology Karnataka, Mangalore  India","institution_ids":["https://openalex.org/I11880225"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007453385","display_name":"Ram Mohana Reddy Guddeti","orcid":"https://orcid.org/0000-0003-1361-3837"},"institutions":[{"id":"https://openalex.org/I11880225","display_name":"National Institute of Technology Karnataka","ror":"https://ror.org/01hz4v948","country_code":"IN","type":"education","lineage":["https://openalex.org/I11880225"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ram Mohana Reddy Guddeti","raw_affiliation_strings":["National Institute of Technology, Karnataka, Mangalore, India","National Inst. of Technology Karnataka, Mangalore  India"],"affiliations":[{"raw_affiliation_string":"National Institute of Technology, Karnataka, Mangalore, India","institution_ids":["https://openalex.org/I11880225"]},{"raw_affiliation_string":"National Inst. of Technology Karnataka, Mangalore  India","institution_ids":["https://openalex.org/I11880225"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5056201625"],"corresponding_institution_ids":["https://openalex.org/I11880225"],"apc_list":null,"apc_paid":null,"fwci":0.9224,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.77162293,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"925","last_page":"928"},"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":0.9866999983787537,"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":0.9814000129699707,"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/computer-science","display_name":"Computer science","score":0.7801920175552368},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.713390052318573},{"id":"https://openalex.org/keywords/conditional-random-field","display_name":"Conditional random field","score":0.68672776222229},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.6817753911018372},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6288409233093262},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.6153366565704346},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5775583982467651},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5247659683227539},{"id":"https://openalex.org/keywords/spotting","display_name":"Spotting","score":0.5025715827941895},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46012023091316223},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.45799997448921204},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3957921862602234}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7801920175552368},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.713390052318573},{"id":"https://openalex.org/C152565575","wikidata":"https://www.wikidata.org/wiki/Q1124538","display_name":"Conditional random field","level":2,"score":0.68672776222229},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.6817753911018372},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6288409233093262},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.6153366565704346},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5775583982467651},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5247659683227539},{"id":"https://openalex.org/C2779506182","wikidata":"https://www.wikidata.org/wiki/Q7580141","display_name":"Spotting","level":2,"score":0.5025715827941895},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46012023091316223},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.45799997448921204},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3957921862602234},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icacci.2013.6637300","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icacci.2013.6637300","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 International Conference on Advances in Computing, Communications and Informatics (ICACCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8100000023841858,"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":15,"referenced_works":["https://openalex.org/W2042184362","https://openalex.org/W2048883772","https://openalex.org/W2072131776","https://openalex.org/W2080897798","https://openalex.org/W2093713168","https://openalex.org/W2107012990","https://openalex.org/W2116030300","https://openalex.org/W2119656522","https://openalex.org/W2120701504","https://openalex.org/W2124391880","https://openalex.org/W2125201599","https://openalex.org/W2145835757","https://openalex.org/W2149584813","https://openalex.org/W6677994159","https://openalex.org/W6678687883"],"related_works":["https://openalex.org/W4308478915","https://openalex.org/W4389049376","https://openalex.org/W2893683540","https://openalex.org/W1986488374","https://openalex.org/W3040456104","https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W4312416068","https://openalex.org/W3147379364","https://openalex.org/W2010878661"],"abstract_inverted_index":{"The":[0,102],"sign":[1],"language":[2],"is":[3,53,80,98],"an":[4],"effective":[5],"way":[6],"of":[7,37,58,65,86],"communication":[8],"for":[9,22,82,88,100,113],"deaf":[10],"and":[11,45,71],"dumb":[12],"people.":[13],"This":[14],"paper":[15],"proposes,":[16],"developing":[17],"the":[18,48,63,84,91,114,119],"gesture":[19],"spotting":[20],"algorithm":[21,108],"Indian":[23],"Sign":[24],"Language":[25],"that":[26,106],"acquires":[27],"sensory":[28],"information":[29],"from":[30],"Microsoft":[31],"Kinect":[32],"Sensor.":[33],"Our":[34],"framework":[35],"consists":[36],"three":[38],"main":[39],"stages:":[40],"hand":[41,51,72],"tracking,":[42],"feature":[43],"extraction":[44],"classification.":[46,101],"In":[47,60,90,117],"first":[49],"stage,":[50,62,93],"tracking":[52],"carried":[54],"out":[55],"using":[56],"frames":[57],"Kinect.":[59],"second":[61],"features":[64,87],"Cartesian":[66],"system":[67],"(velocity,":[68],"angle,":[69],"location)":[70],"with":[73],"respect":[74],"to":[75],"body":[76],"are":[77],"extracted.":[78],"K-means":[79],"used":[81,99],"extracting":[83],"codewords":[85],"HCRF.":[89],"third":[92],"Hidden":[94],"Conditional":[95],"Random":[96],"Field":[97],"experimental":[103],"results":[104],"show":[105],"HCRF":[107],"gives":[109],"95.20%":[110],"recognition":[111,120,124],"rate":[112,121],"test":[115],"data.":[116],"real-time,":[118],"achieves":[122],"93.20%":[123],"rate.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}