{"id":"https://openalex.org/W2024463291","doi":"https://doi.org/10.4304/jcp.7.5.1163-1168","title":"Fast and Robust Method for Dynamic Gesture Recognition Using Hermite Neural Network","display_name":"Fast and Robust Method for Dynamic Gesture Recognition Using Hermite Neural Network","publication_year":2012,"publication_date":"2012-04-26","ids":{"openalex":"https://openalex.org/W2024463291","doi":"https://doi.org/10.4304/jcp.7.5.1163-1168","mag":"2024463291"},"language":"en","primary_location":{"id":"doi:10.4304/jcp.7.5.1163-1168","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.7.5.1163-1168","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","raw_type":"journal-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/A5100653588","display_name":"Wensheng Li","orcid":"https://orcid.org/0000-0002-6639-3156"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Wensheng Li","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5111745030","display_name":"Chunjian Deng","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chunjian Deng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5775,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.67667573,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"7","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9871000051498413,"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/T13579","display_name":"Image and Video Stabilization","score":0.973800003528595,"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/computer-science","display_name":"Computer science","score":0.7543929815292358},{"id":"https://openalex.org/keywords/hermite-polynomials","display_name":"Hermite polynomials","score":0.6237527132034302},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6057505011558533},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.5034899115562439},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42175206542015076},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3599191904067993},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3343058228492737},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15266835689544678}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7543929815292358},{"id":"https://openalex.org/C201362023","wikidata":"https://www.wikidata.org/wiki/Q658574","display_name":"Hermite polynomials","level":2,"score":0.6237527132034302},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6057505011558533},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.5034899115562439},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42175206542015076},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3599191904067993},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3343058228492737},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15266835689544678},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4304/jcp.7.5.1163-1168","is_oa":false,"landing_page_url":"https://doi.org/10.4304/jcp.7.5.1163-1168","pdf_url":null,"source":{"id":"https://openalex.org/S77894049","display_name":"Journal of Computers","issn_l":"1796-203X","issn":["1796-203X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318660","host_organization_name":"Academy Publisher","host_organization_lineage":["https://openalex.org/P4310318660"],"host_organization_lineage_names":["Academy Publisher"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Computers","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1548485480","https://openalex.org/W1561794646","https://openalex.org/W1819256875","https://openalex.org/W1825077972","https://openalex.org/W2066020197","https://openalex.org/W2106765323","https://openalex.org/W2117550291","https://openalex.org/W2144584868","https://openalex.org/W2362426604","https://openalex.org/W2365985744","https://openalex.org/W2815544487","https://openalex.org/W6753267544"],"related_works":["https://openalex.org/W2066003895","https://openalex.org/W2537963312","https://openalex.org/W2537762514","https://openalex.org/W2349788282","https://openalex.org/W577271088","https://openalex.org/W2120801881","https://openalex.org/W1974473538","https://openalex.org/W2020010749","https://openalex.org/W2164899521","https://openalex.org/W1982853263"],"abstract_inverted_index":{"Due":[0],"to":[1,76,88,109],"its":[2,71],"shortcomings":[3],"such":[4],"as":[5],"slow":[6],"convergence":[7],"rate":[8],"and":[9,84,139,148,151,155],"low":[10],"recognition":[11,42,149],"accuracy,":[12,150],"the":[13,78,90,111,123,137,145],"traditional":[14],"BP":[15],"neural":[16,36,50,126,133],"networks":[17,37],"perform":[18],"poorly":[19],"in":[20],"dynamic":[21,40,114,118],"gesture":[22,27,41,119],"recognition,":[23],"especially":[24],"for":[25,39],"online":[26],"training.":[28],"In":[29],"this":[30],"paper,":[31],"a":[32,47,60,74,85,100],"novel":[33,86],"adaptive":[34],"Hermite":[35,63,125,132],"algorithm":[38,87],"was":[43,67,82,97,106,120],"proposed.":[44,98],"At":[45,116],"first,":[46],"three-layer":[48],"feed-forward":[49],"network,":[51],"of":[52,62,93,103,113,141],"which":[53],"hidden":[54,94],"layer":[55],"neurons":[56],"are":[57],"activated":[58],"by":[59],"group":[61],"orthogonal":[64],"polynomial":[65],"functions":[66],"constructed.":[68],"Based":[69],"on":[70],"special":[72],"structure,":[73],"method":[75,102],"determine":[77,89],"network":[79,134,142],"weights":[80],"directly":[81],"introduced,":[83],"optimal":[91],"number":[92],"nodes":[95],"adaptively":[96],"Then":[99],"rapid":[101],"fingertips":[104],"tracking":[105],"put":[107],"forward":[108],"get":[110],"trajectory":[112],"gesture.":[115],"last,":[117],"recognized":[121],"through":[122],"trained":[124],"network.":[127],"Experiment":[128],"results":[129],"show":[130],"that":[131],"can":[135],"enhance":[136],"speed":[138,147],"precision":[140],"training,":[143],"improve":[144],"learning":[146],"has":[152],"good":[153],"robustness":[154],"generalization":[156],"ability.":[157]},"counts_by_year":[{"year":2017,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}