{"id":"https://openalex.org/W4229069922","doi":"https://doi.org/10.1007/s11042-022-12870-8","title":"Long Hands gesture recognition system: 2 step gesture recognition with machine learning and geometric shape analysis","display_name":"Long Hands gesture recognition system: 2 step gesture recognition with machine learning and geometric shape analysis","publication_year":2022,"publication_date":"2022-05-07","ids":{"openalex":"https://openalex.org/W4229069922","doi":"https://doi.org/10.1007/s11042-022-12870-8"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-022-12870-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-022-12870-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-022-12870-8.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s11042-022-12870-8.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026792597","display_name":"Pavel Alexandrovich Popov","orcid":"https://orcid.org/0000-0003-1127-0842"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]},{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Pavel A. Popov","raw_affiliation_strings":["National Research Council, Ottawa, ON, K1A 0R6, Canada","University of Ottawa, Ottawa, ON, K1N 6N5, Canada"],"affiliations":[{"raw_affiliation_string":"National Research Council, Ottawa, ON, K1A 0R6, Canada","institution_ids":["https://openalex.org/I4210159778"]},{"raw_affiliation_string":"University of Ottawa, Ottawa, ON, K1N 6N5, Canada","institution_ids":["https://openalex.org/I153718931"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060353395","display_name":"Robert Lagani\u00e8re","orcid":"https://orcid.org/0000-0001-9475-8151"},"institutions":[{"id":"https://openalex.org/I153718931","display_name":"University of Ottawa","ror":"https://ror.org/03c4mmv16","country_code":"CA","type":"education","lineage":["https://openalex.org/I153718931"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Robert Lagani\u00e8re","raw_affiliation_strings":["University of Ottawa, Ottawa, ON, K1N 6N5, Canada"],"affiliations":[{"raw_affiliation_string":"University of Ottawa, Ottawa, ON, K1N 6N5, Canada","institution_ids":["https://openalex.org/I153718931"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5026792597"],"corresponding_institution_ids":["https://openalex.org/I153718931","https://openalex.org/I4210159778"],"apc_list":null,"apc_paid":null,"fwci":1.1437,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.80208138,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"81","issue":"28","first_page":"40311","last_page":"40342"},"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":0.9927999973297119,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9908999800682068,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8982357382774353},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.7529230713844299},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7518426775932312},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.6526615619659424},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.6371930837631226},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.558260440826416},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5531731843948364},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.49257999658584595},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4346921145915985},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3274931311607361}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8982357382774353},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.7529230713844299},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7518426775932312},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.6526615619659424},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.6371930837631226},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.558260440826416},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5531731843948364},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.49257999658584595},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4346921145915985},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3274931311607361}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11042-022-12870-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-022-12870-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-022-12870-8.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},{"id":"pmh:oai:cisti-icist.nrc-cnrc.ca:cistinparc:9141bcec-0863-4278-ae73-88d333f12c76","is_oa":true,"landing_page_url":"https://nrc-publications.canada.ca/eng/view/ft/?id=9141bcec-0863-4278-ae73-88d333f12c76","pdf_url":null,"source":{"id":"https://openalex.org/S7407055245","display_name":"NPARC","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s11042-022-12870-8","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s11042-022-12870-8","pdf_url":"https://link.springer.com/content/pdf/10.1007/s11042-022-12870-8.pdf","source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322675","display_name":"Mitacs","ror":"https://ror.org/00cjrc276"},{"id":"https://openalex.org/F4320334601","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4229069922.pdf","grobid_xml":"https://content.openalex.org/works/W4229069922.grobid-xml"},"referenced_works_count":54,"referenced_works":["https://openalex.org/W111787296","https://openalex.org/W745641472","https://openalex.org/W1504644459","https://openalex.org/W1505689322","https://openalex.org/W1702419847","https://openalex.org/W1950186209","https://openalex.org/W1969595749","https://openalex.org/W1974396229","https://openalex.org/W1978818719","https://openalex.org/W1990947293","https://openalex.org/W2005114410","https://openalex.org/W2010208358","https://openalex.org/W2011646101","https://openalex.org/W2018260525","https://openalex.org/W2020441980","https://openalex.org/W2022214202","https://openalex.org/W2028471190","https://openalex.org/W2029705953","https://openalex.org/W2042704780","https://openalex.org/W2044169976","https://openalex.org/W2052935318","https://openalex.org/W2057029517","https://openalex.org/W2078041483","https://openalex.org/W2080154195","https://openalex.org/W2096384811","https://openalex.org/W2116790095","https://openalex.org/W2119656522","https://openalex.org/W2125201599","https://openalex.org/W2136000821","https://openalex.org/W2162264926","https://openalex.org/W2163171889","https://openalex.org/W2170764091","https://openalex.org/W2221436333","https://openalex.org/W2295038166","https://openalex.org/W2487792702","https://openalex.org/W2488644537","https://openalex.org/W2496123410","https://openalex.org/W2526382347","https://openalex.org/W2540815839","https://openalex.org/W2549043801","https://openalex.org/W2602610500","https://openalex.org/W2608954353","https://openalex.org/W2613115472","https://openalex.org/W2738393865","https://openalex.org/W2768865287","https://openalex.org/W2799999388","https://openalex.org/W2897765997","https://openalex.org/W2900453795","https://openalex.org/W2967595115","https://openalex.org/W2971379009","https://openalex.org/W2976291213","https://openalex.org/W3006561710","https://openalex.org/W3112459909","https://openalex.org/W4297775537"],"related_works":["https://openalex.org/W2066003895","https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W4312416068","https://openalex.org/W3147379364","https://openalex.org/W2010878661","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W2805039731"],"abstract_inverted_index":{"Abstract":[0],"A":[1],"two":[2],"stage":[3],"real-time":[4,60,77],"hand":[5],"gesture":[6],"recognition":[7],"system":[8,44],"is":[9,30],"presented.":[10],"It":[11,62],"combines":[12],"a":[13,20,46,52,68],"machine":[14],"learning":[15],"trained":[16],"detection":[17,28],"step":[18,29],"with":[19,32],"colour":[21],"processing":[22],"contour":[23],"shape":[24],"validation":[25],"step.":[26],"The":[27,43],"done":[31],"either":[33],"Adaboost":[34],"Cascades":[35],"or":[36],"Support":[37],"Vector":[38],"Machines":[39],"using":[40],"HOG":[41],"features.":[42],"achieves":[45],"low":[47],"false":[48],"positive":[49,55],"rate":[50,56],"and":[51],"sufficient":[53],"true":[54],"necessary":[57],"for":[58,75],"robust":[59],"performance.":[61],"performs":[63],"well":[64],"compared":[65],"to":[66],"MobileNets":[67],"state":[69],"of":[70],"the":[71],"art":[72],"Neural":[73],"Network":[74],"mobile":[76],"applications.":[78]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":4}],"updated_date":"2026-03-16T09:10:04.655348","created_date":"2025-10-10T00:00:00"}