{"id":"https://openalex.org/W2005821740","doi":"https://doi.org/10.1109/espa.2012.6152471","title":"Gesthaar: An accelerometer-based gesture recognition method and its application in NUI driven pervasive healthcare","display_name":"Gesthaar: An accelerometer-based gesture recognition method and its application in NUI driven pervasive healthcare","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W2005821740","doi":"https://doi.org/10.1109/espa.2012.6152471","mag":"2005821740"},"language":"en","primary_location":{"id":"doi:10.1109/espa.2012.6152471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/espa.2012.6152471","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Emerging Signal Processing Applications","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/A5053340457","display_name":"M. Adil Khan","orcid":"https://orcid.org/0000-0001-9435-1431"},"institutions":[{"id":"https://openalex.org/I157386601","display_name":"North South University","ror":"https://ror.org/05wdbfp45","country_code":"BD","type":"education","lineage":["https://openalex.org/I157386601"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Mridul Khan","raw_affiliation_strings":["Department of EECS, North South University, Dhaka, Bangladesh","Dept. of EECS, North South Univ., Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of EECS, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]},{"raw_affiliation_string":"Dept. of EECS, North South Univ., Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080676206","display_name":"Sheikh Iqbal Ahamed","orcid":"https://orcid.org/0000-0001-5385-7647"},"institutions":[{"id":"https://openalex.org/I102461120","display_name":"Marquette University","ror":"https://ror.org/04gr4te78","country_code":"US","type":"education","lineage":["https://openalex.org/I102461120"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sheikh Iqbal Ahamed","raw_affiliation_strings":["Department of MSCS, Marquette University, Milwaukee, USA","[Department of MSCS, Marquette University, Milwaukee, USA]"],"affiliations":[{"raw_affiliation_string":"Department of MSCS, Marquette University, Milwaukee, USA","institution_ids":["https://openalex.org/I102461120"]},{"raw_affiliation_string":"[Department of MSCS, Marquette University, Milwaukee, USA]","institution_ids":["https://openalex.org/I102461120"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100896127","display_name":"Miftahur Rahman","orcid":null},"institutions":[{"id":"https://openalex.org/I157386601","display_name":"North South University","ror":"https://ror.org/05wdbfp45","country_code":"BD","type":"education","lineage":["https://openalex.org/I157386601"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Miftahur Rahman","raw_affiliation_strings":["Department of EECS, North South University, Dhaka, Bangladesh","Dept. of EECS, North South Univ., Dhaka, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of EECS, North South University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]},{"raw_affiliation_string":"Dept. of EECS, North South Univ., Dhaka, Bangladesh","institution_ids":["https://openalex.org/I157386601"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050950280","display_name":"Ji\u2010Jiang Yang","orcid":"https://orcid.org/0000-0002-4124-6408"},"institutions":[{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ji-Jiang Yang","raw_affiliation_strings":["RIIT, Tsinghua University, Beijing, China","[RIIT, Tsinghua University, Beijing, China]"],"affiliations":[{"raw_affiliation_string":"RIIT, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"[RIIT, Tsinghua University, Beijing, China]","institution_ids":["https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5053340457"],"corresponding_institution_ids":["https://openalex.org/I157386601"],"apc_list":null,"apc_paid":null,"fwci":1.31230045,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.83175442,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"26","issue":null,"first_page":"163","last_page":"166"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10326","display_name":"Indoor and Outdoor Localization Technologies","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9984999895095825,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9980000257492065,"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/accelerometer","display_name":"Accelerometer","score":0.8661222457885742},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.8461786508560181},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8079020977020264},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.752225399017334},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.5739386677742004},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.505389928817749},{"id":"https://openalex.org/keywords/acceleration","display_name":"Acceleration","score":0.48240721225738525},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4580487310886383},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.4469505846500397},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.42000219225883484},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4175887405872345},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39280393719673157},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3668176531791687},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3447529673576355}],"concepts":[{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.8661222457885742},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.8461786508560181},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8079020977020264},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.752225399017334},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5739386677742004},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.505389928817749},{"id":"https://openalex.org/C117896860","wikidata":"https://www.wikidata.org/wiki/Q11376","display_name":"Acceleration","level":2,"score":0.48240721225738525},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4580487310886383},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.4469505846500397},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.42000219225883484},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4175887405872345},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39280393719673157},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3668176531791687},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3447529673576355},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"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/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/espa.2012.6152471","is_oa":false,"landing_page_url":"https://doi.org/10.1109/espa.2012.6152471","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2012 IEEE International Conference on Emerging Signal Processing Applications","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W1631716996","https://openalex.org/W2015226007","https://openalex.org/W2055532432","https://openalex.org/W2062024414","https://openalex.org/W2070584460","https://openalex.org/W2107856142","https://openalex.org/W2109943925","https://openalex.org/W2137100320","https://openalex.org/W2138541510","https://openalex.org/W2141710590","https://openalex.org/W2147780311","https://openalex.org/W2153635508","https://openalex.org/W4244558944","https://openalex.org/W6636764274","https://openalex.org/W6681163462"],"related_works":["https://openalex.org/W4384517610","https://openalex.org/W4288389100","https://openalex.org/W1902800522","https://openalex.org/W2339469482","https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2026258298","https://openalex.org/W3204639664"],"abstract_inverted_index":{"Natural":[0],"user":[1],"interfaces":[2],"that":[3,29],"detect":[4],"gestures":[5],"from":[6],"acceleration":[7],"data":[8],"require":[9],"fast":[10],"and":[11,33,49,74,85,90],"highly":[12],"accurate":[13],"signal":[14],"matching":[15],"algorithms":[16],"to":[17],"provide":[18],"fluid":[19],"interaction.":[20],"In":[21],"this":[22],"paper,":[23],"we":[24],"contribute":[25],"a":[26],"novel":[27],"system":[28],"uses":[30],"Haar":[31],"transform":[32],"Support":[34],"Vector":[35],"Machines":[36],"for":[37,99],"accelerometer-based":[38],"gesture":[39,47,100],"recognition.":[40],"We":[41],"benchmarked":[42],"it":[43],"using":[44,102],"the":[45,67,80,95],"uWave":[46],"library":[48],"found":[50],"around":[51],"99%":[52],"recognition":[53,101],"accuracy":[54,73,89],"after":[55],"tenfold":[56],"cross":[57],"validation.":[58],"Our":[59],"method":[60,97],"is":[61],"better":[62],"than":[63],"those":[64],"currently":[65],"in":[66,69],"literature":[68],"terms":[70],"of":[71,82,105],"both":[72],"computational":[75,92],"complexity.":[76],"It":[77],"also":[78],"eliminates":[79],"necessity":[81],"personalized":[83],"training":[84],"template":[86],"adaptation.":[87],"High":[88],"low":[91],"complexity":[93],"makes":[94],"proposed":[96],"suitable":[98],"any":[103],"kind":[104],"accelerometer":[106],"equipped":[107],"device.":[108]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":3},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}