{"id":"https://openalex.org/W2112566529","doi":"https://doi.org/10.1109/ijcnn.2010.5596288","title":"Hand gesture modelling and tracking using a Self-Organising Network","display_name":"Hand gesture modelling and tracking using a Self-Organising Network","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2112566529","doi":"https://doi.org/10.1109/ijcnn.2010.5596288","mag":"2112566529"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2010.5596288","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596288","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 International Joint Conference on Neural Networks (IJCNN)","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/A5086573631","display_name":"Anastassia Angelopoulou","orcid":"https://orcid.org/0000-0003-1453-492X"},"institutions":[{"id":"https://openalex.org/I94951947","display_name":"University of Westminster","ror":"https://ror.org/04ycpbx82","country_code":"GB","type":"education","lineage":["https://openalex.org/I94951947"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Anastassia Angelopoulou","raw_affiliation_strings":["Computer Vision and Imaging Group, University of Westminster, Harrow, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Computer Vision and Imaging Group, University of Westminster, Harrow, United Kingdom","institution_ids":["https://openalex.org/I94951947"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079599826","display_name":"Jos\u00e9 Garc\u00eda\u2010Rodr\u00edguez","orcid":"https://orcid.org/0000-0002-7798-3055"},"institutions":[{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Jose Garcia-Rodriguez","raw_affiliation_strings":["Department of Computer Technology, University of Alicante, Ap 99. 03080, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, Ap 99. 03080, Spain","institution_ids":["https://openalex.org/I130194489"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063682950","display_name":"\u0391\u03bb\u03b5\u03be\u03ac\u03bd\u03b4\u03c1\u03b1 \u03a8\u03b1\u03c1\u03c1\u03bf\u03cd","orcid":"https://orcid.org/0000-0003-3167-3454"},"institutions":[{"id":"https://openalex.org/I94951947","display_name":"University of Westminster","ror":"https://ror.org/04ycpbx82","country_code":"GB","type":"education","lineage":["https://openalex.org/I94951947"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Alexandra Psarrou","raw_affiliation_strings":["Computer Vision and Imaging Group, University of Westminster, Harrow, United Kingdom"],"affiliations":[{"raw_affiliation_string":"Computer Vision and Imaging Group, University of Westminster, Harrow, United Kingdom","institution_ids":["https://openalex.org/I94951947"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081778658","display_name":"Gaurav Gupta","orcid":"https://orcid.org/0000-0001-7763-3090"},"institutions":[{"id":"https://openalex.org/I94951947","display_name":"University of Westminster","ror":"https://ror.org/04ycpbx82","country_code":"GB","type":"education","lineage":["https://openalex.org/I94951947"]},{"id":"https://openalex.org/I130194489","display_name":"University of Alicante","ror":"https://ror.org/05t8bcz72","country_code":"ES","type":"education","lineage":["https://openalex.org/I130194489"]}],"countries":["ES","GB"],"is_corresponding":false,"raw_author_name":"Gaurav Gupta","raw_affiliation_strings":["Computer Vision and Imaging Group, School of Electronics and Computer Science, University of Westminster, Harrow, UK","Department of Computer Technology, University of Alicante, Alicante, Spain"],"affiliations":[{"raw_affiliation_string":"Computer Vision and Imaging Group, School of Electronics and Computer Science, University of Westminster, Harrow, UK","institution_ids":["https://openalex.org/I94951947"]},{"raw_affiliation_string":"Department of Computer Technology, University of Alicante, Alicante, Spain","institution_ids":["https://openalex.org/I130194489"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086573631"],"corresponding_institution_ids":["https://openalex.org/I94951947"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.13489158,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.972000002861023,"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/T10057","display_name":"Face and Expression Recognition","score":0.9696000218391418,"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":0.8619585037231445},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7489514946937561},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.6632062196731567},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6176376342773438},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5639389753341675},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5614153146743774},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.5435582995414734},{"id":"https://openalex.org/keywords/neural-gas","display_name":"Neural gas","score":0.5363397002220154},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5075117349624634},{"id":"https://openalex.org/keywords/track","display_name":"Track (disk drive)","score":0.4958856999874115},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.4419049024581909},{"id":"https://openalex.org/keywords/topology","display_name":"Topology (electrical circuits)","score":0.35925042629241943},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.31156882643699646},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11087772250175476},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1104537844657898}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.8619585037231445},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7489514946937561},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.6632062196731567},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6176376342773438},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5639389753341675},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5614153146743774},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.5435582995414734},{"id":"https://openalex.org/C90322556","wikidata":"https://www.wikidata.org/wiki/Q1981169","display_name":"Neural gas","level":4,"score":0.5363397002220154},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5075117349624634},{"id":"https://openalex.org/C89992363","wikidata":"https://www.wikidata.org/wiki/Q5961558","display_name":"Track (disk drive)","level":2,"score":0.4958856999874115},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.4419049024581909},{"id":"https://openalex.org/C184720557","wikidata":"https://www.wikidata.org/wiki/Q7825049","display_name":"Topology (electrical circuits)","level":2,"score":0.35925042629241943},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.31156882643699646},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11087772250175476},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1104537844657898},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ijcnn.2010.5596288","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596288","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:westminsterresearch.westminster.ac.uk:996y6","is_oa":false,"landing_page_url":"https://doi.org/10.1109/IJCNN.2010.5596288","pdf_url":null,"source":{"id":"https://openalex.org/S4306400277","display_name":"WestminsterResearch (University of Westminster)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94951947","host_organization_name":"University of Westminster","host_organization_lineage":["https://openalex.org/I94951947"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference-paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W138224304","https://openalex.org/W1533614607","https://openalex.org/W1554663460","https://openalex.org/W1560851313","https://openalex.org/W1765494715","https://openalex.org/W1985597060","https://openalex.org/W2010150441","https://openalex.org/W2027201113","https://openalex.org/W2038952578","https://openalex.org/W2047870719","https://openalex.org/W2097324202","https://openalex.org/W2102978459","https://openalex.org/W2104095591","https://openalex.org/W2120250216","https://openalex.org/W2138754805","https://openalex.org/W2152280721","https://openalex.org/W2152974907","https://openalex.org/W2167638481","https://openalex.org/W2483137123","https://openalex.org/W4244786066","https://openalex.org/W4245176872","https://openalex.org/W4388297464","https://openalex.org/W6646636071","https://openalex.org/W6657327718","https://openalex.org/W6675770446","https://openalex.org/W6680294583","https://openalex.org/W6682521759"],"related_works":["https://openalex.org/W2066003895","https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W2805039731","https://openalex.org/W2989699735"],"abstract_inverted_index":{"The":[0,67,87],"Self-Organising":[1],"Artificial":[2],"Neural":[3,13],"Network":[4],"Models,":[5],"of":[6,23,35,94],"which":[7,106],"we":[8,44],"have":[9],"used":[10],"the":[11,21,36,52,92,104],"Growing":[12],"Gas":[14],"(GNG)":[15],"can":[16,62],"be":[17],"applied":[18],"to":[19,51,103,109,117],"preserve":[20],"topology":[22],"an":[24,49],"input":[25],"distribution.":[26],"Traditionally":[27],"these":[28],"models":[29],"neither":[30],"do":[31],"include":[32],"local":[33,59,97],"adaptation":[34],"nodes":[37],"nor":[38],"colour":[39,101],"information.":[40],"In":[41],"this":[42],"paper,":[43],"extend":[45],"GNG":[46],"by":[47],"presenting":[48],"improvement":[50],"network":[53,105],"that":[54,75],"has":[55],"both":[56,82],"global":[57,95],"and":[58,61,79,84,96,99,112],"properties":[60],"track":[63,113],"in":[64],"cluttered":[65],"backgrounds.":[66],"method":[68],"performs":[69],"continuously":[70],"mapping":[71],"over":[72,77],"a":[73],"distribution":[74],"changes":[76],"time":[78],"works":[80],"with":[81],"smooth":[83],"abrupt":[85],"changes.":[86],"central":[88],"mechanism":[89],"relies":[90],"on":[91],"addition":[93],"attributes,":[98],"skin":[100],"information":[102],"allow":[107],"us":[108],"automatically":[110],"model":[111],"2D":[114],"gestures.":[115],"Application":[116],"hand":[118],"gesture":[119],"video":[120],"tracking":[121],"is":[122],"presented.":[123]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}