{"id":"https://openalex.org/W2025119153","doi":"https://doi.org/10.1109/icarcv.2014.7064401","title":"Geometry-based static hand gesture recognition using support vector machine","display_name":"Geometry-based static hand gesture recognition using support vector machine","publication_year":2014,"publication_date":"2014-12-01","ids":{"openalex":"https://openalex.org/W2025119153","doi":"https://doi.org/10.1109/icarcv.2014.7064401","mag":"2025119153"},"language":"en","primary_location":{"id":"doi:10.1109/icarcv.2014.7064401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarcv.2014.7064401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 13th International Conference on Control Automation Robotics &amp; Vision (ICARCV)","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/A5052122948","display_name":"Trong-Nguyen Nguyen","orcid":"https://orcid.org/0000-0002-9161-0116"},"institutions":[{"id":"https://openalex.org/I3129492623","display_name":"University of Da Nang","ror":"https://ror.org/03ecpp171","country_code":"VN","type":"education","lineage":["https://openalex.org/I3129492623"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Trong-Nguyen Nguyen","raw_affiliation_strings":["DATIC, University of Science and Technology, Danang, Vietnam","DATIC, Department of Computer Science, University of Science and Technology, Danang, Vietnam"],"affiliations":[{"raw_affiliation_string":"DATIC, University of Science and Technology, Danang, Vietnam","institution_ids":["https://openalex.org/I3129492623"]},{"raw_affiliation_string":"DATIC, Department of Computer Science, University of Science and Technology, Danang, Vietnam","institution_ids":["https://openalex.org/I3129492623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004572107","display_name":"Duc-Hoang Vo","orcid":null},"institutions":[{"id":"https://openalex.org/I3129492623","display_name":"University of Da Nang","ror":"https://ror.org/03ecpp171","country_code":"VN","type":"education","lineage":["https://openalex.org/I3129492623"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Duc-Hoang Vo","raw_affiliation_strings":["DATIC, University of Science and Technology, Danang, Vietnam","DATIC, Department of Computer Science, University of Science and Technology, Danang, Vietnam"],"affiliations":[{"raw_affiliation_string":"DATIC, University of Science and Technology, Danang, Vietnam","institution_ids":["https://openalex.org/I3129492623"]},{"raw_affiliation_string":"DATIC, Department of Computer Science, University of Science and Technology, Danang, Vietnam","institution_ids":["https://openalex.org/I3129492623"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013606890","display_name":"Huu-Hung Huynh","orcid":null},"institutions":[{"id":"https://openalex.org/I3129492623","display_name":"University of Da Nang","ror":"https://ror.org/03ecpp171","country_code":"VN","type":"education","lineage":["https://openalex.org/I3129492623"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Huu-Hung Huynh","raw_affiliation_strings":["DATIC, University of Science and Technology, Danang, Vietnam","DATIC, Department of Computer Science, University of Science and Technology, Danang, Vietnam"],"affiliations":[{"raw_affiliation_string":"DATIC, University of Science and Technology, Danang, Vietnam","institution_ids":["https://openalex.org/I3129492623"]},{"raw_affiliation_string":"DATIC, Department of Computer Science, University of Science and Technology, Danang, Vietnam","institution_ids":["https://openalex.org/I3129492623"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086183445","display_name":"Jean Meunier","orcid":"https://orcid.org/0000-0001-6091-9762"},"institutions":[{"id":"https://openalex.org/I70931966","display_name":"Universit\u00e9 de Montr\u00e9al","ror":"https://ror.org/0161xgx34","country_code":"CA","type":"education","lineage":["https://openalex.org/I70931966"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Jean Meunier","raw_affiliation_strings":["DIRO, University of Montreal, Montreal, Canada","DIRO, University of Montr\u00e9al, Montr\u00e9al, Canada#TAB#"],"affiliations":[{"raw_affiliation_string":"DIRO, University of Montreal, Montreal, Canada","institution_ids":["https://openalex.org/I70931966"]},{"raw_affiliation_string":"DIRO, University of Montr\u00e9al, Montr\u00e9al, Canada#TAB#","institution_ids":["https://openalex.org/I70931966"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5052122948"],"corresponding_institution_ids":["https://openalex.org/I3129492623"],"apc_list":null,"apc_paid":null,"fwci":2.1902,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.87084246,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"769","last_page":"774"},"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9825000166893005,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/T10812","display_name":"Human Pose and Action Recognition","score":0.9794999957084656,"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/gesture","display_name":"Gesture","score":0.7578048706054688},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.7493377327919006},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7381420135498047},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7235098481178284},{"id":"https://openalex.org/keywords/silhouette","display_name":"Silhouette","score":0.6845441460609436},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6802902221679688},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6636478900909424},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6499006748199463},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5802823901176453},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5595152378082275},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.49173977971076965},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4690573513507843},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.43318235874176025}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.7578048706054688},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.7493377327919006},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7381420135498047},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7235098481178284},{"id":"https://openalex.org/C58103923","wikidata":"https://www.wikidata.org/wiki/Q2286025","display_name":"Silhouette","level":2,"score":0.6845441460609436},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6802902221679688},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6636478900909424},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6499006748199463},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5802823901176453},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5595152378082275},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.49173977971076965},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4690573513507843},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.43318235874176025},{"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/icarcv.2014.7064401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icarcv.2014.7064401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2014 13th International Conference on Control Automation Robotics &amp; Vision (ICARCV)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.8799999952316284}],"awards":[],"funders":[{"id":"https://openalex.org/F4320316674","display_name":"\u0110\u1ea1i h\u1ecdc \u0110\u00e0 N\u1eb5ng","ror":"https://ror.org/03ecpp171"},{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W276105310","https://openalex.org/W1483450437","https://openalex.org/W1587328194","https://openalex.org/W1655554306","https://openalex.org/W1673002162","https://openalex.org/W2000488160","https://openalex.org/W2069135200","https://openalex.org/W2073678967","https://openalex.org/W2083122241","https://openalex.org/W2108060683","https://openalex.org/W2116129837","https://openalex.org/W2152892393","https://openalex.org/W2159815235","https://openalex.org/W2162264926","https://openalex.org/W2164074261","https://openalex.org/W2164207219","https://openalex.org/W2164466702","https://openalex.org/W2167623422","https://openalex.org/W2168572916","https://openalex.org/W2318799961","https://openalex.org/W2591127855","https://openalex.org/W2899580713","https://openalex.org/W3097096317","https://openalex.org/W3214102110","https://openalex.org/W4210602482","https://openalex.org/W4285719527","https://openalex.org/W6610312258","https://openalex.org/W6635131150","https://openalex.org/W6637398742","https://openalex.org/W6650368504","https://openalex.org/W6669190813","https://openalex.org/W6671559116","https://openalex.org/W6682721931","https://openalex.org/W6734370682"],"related_works":["https://openalex.org/W2110230079","https://openalex.org/W2336974148","https://openalex.org/W2345184372","https://openalex.org/W2391959412","https://openalex.org/W2126100045","https://openalex.org/W4382982491","https://openalex.org/W2119120132","https://openalex.org/W1582206143","https://openalex.org/W2546942002","https://openalex.org/W1979175174"],"abstract_inverted_index":{"Static":[0],"hand":[1,40,66,133],"gesture":[2,41],"recognition":[3,42],"plays":[4],"an":[5],"important":[6],"role":[7],"in":[8,26],"developing":[9],"a":[10],"system":[11],"for":[12],"human-computer":[13],"interaction.":[14],"Besides,":[15],"such":[16],"systems":[17],"can":[18],"be":[19],"also":[20],"used":[21,129],"by":[22],"the":[23,56,78,88,132],"deaf":[24],"community":[25],"order":[27],"to":[28,101,130],"convey":[29],"information":[30,69],"through":[31],"gestures":[32],"instead":[33],"of":[34,39,44,99,107,143,146],"words.":[35],"A":[36],"vision-based":[37],"processing":[38],"consists":[43],"three":[45],"main":[46],"stages:":[47],"preprocessing,":[48],"feature":[49],"extraction":[50],"and":[51,70,105,109,115,148],"identification.":[52],"In":[53,87],"this":[54],"paper,":[55],"first":[57],"stage":[58],"involves":[59],"following":[60],"two":[61],"sub-stages:":[62],"segmentation":[63],"which":[64,92],"locates":[65],"using":[67],"color":[68,140],"extracts":[71],"its":[72],"silhouette;":[73],"separation":[74],"that":[75],"separates":[76],"arm,":[77],"part":[79],"with":[80,124,151],"less":[81],"information,":[82],"based":[83,112],"on":[84,113,139],"geometrical":[85],"properties.":[86],"second":[89],"stage,":[90],"features":[91],"extracted":[93],"from":[94],"hand-without-arm":[95],"are":[96],"general":[97],"(ratio":[98],"width":[100],"height,":[102],"wrist":[103],"angle":[104],"number":[106],"fingers)":[108],"detailed":[110],"(calculated":[111],"fingertips":[114],"cross":[116],"sections)":[117],"characteristics.":[118],"Finally,":[119],"support":[120],"vector":[121],"machine":[122],"model":[123],"\"max-wins\"":[125],"voting":[126],"strategy":[127],"is":[128,137],"classify":[131],"gestures.":[134],"The":[135],"experiment":[136],"conducted":[138],"image":[141],"dataset":[142],"Polish":[144],"Ministry":[145],"Science":[147],"Higher":[149],"Education,":[150],"89.5%":[152],"classification":[153],"accuracy.":[154]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
