{"id":"https://openalex.org/W4206651493","doi":"https://doi.org/10.1142/s0219265921410218","title":"Hybrid Approach Based on Machine Learning for Hand Shape and Key Point\u2019s Estimation","display_name":"Hybrid Approach Based on Machine Learning for Hand Shape and Key Point\u2019s Estimation","publication_year":2022,"publication_date":"2022-01-07","ids":{"openalex":"https://openalex.org/W4206651493","doi":"https://doi.org/10.1142/s0219265921410218"},"language":"en","primary_location":{"id":"doi:10.1142/s0219265921410218","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219265921410218","pdf_url":null,"source":{"id":"https://openalex.org/S63112013","display_name":"Journal of Interconnection Networks","issn_l":"0219-2659","issn":["0219-2659","1793-6713"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Interconnection Networks","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/A5101543220","display_name":"Zhongshan Chen","orcid":null},"institutions":[{"id":"https://openalex.org/I152031979","display_name":"Nanjing Normal University","ror":"https://ror.org/036trcv74","country_code":"CN","type":"education","lineage":["https://openalex.org/I152031979"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhongshan Chen","raw_affiliation_strings":["School of Mathematics and Information Science, Nanjing Normal University of Special Education, 1 Shennong Road, Qixia District, Nanjing, P. R. China"],"affiliations":[{"raw_affiliation_string":"School of Mathematics and Information Science, Nanjing Normal University of Special Education, 1 Shennong Road, Qixia District, Nanjing, P. R. China","institution_ids":["https://openalex.org/I152031979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086897153","display_name":"Xinning Feng","orcid":null},"institutions":[{"id":"https://openalex.org/I41198531","display_name":"Nanjing University of Posts and Telecommunications","ror":"https://ror.org/043bpky34","country_code":"CN","type":"education","lineage":["https://openalex.org/I41198531"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinning Feng","raw_affiliation_strings":["College of Communication Engineering, Tongda College of Nanjing University of Posts & Telecommunications, 33 Runyang South Road, Hanjiang District, Yangzhou, P. R. China"],"affiliations":[{"raw_affiliation_string":"College of Communication Engineering, Tongda College of Nanjing University of Posts & Telecommunications, 33 Runyang South Road, Hanjiang District, Yangzhou, P. R. China","institution_ids":["https://openalex.org/I41198531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101461365","display_name":"\u00d3scar Sanju\u00e1n Mart\u00ednez","orcid":"https://orcid.org/0000-0003-4734-2238"},"institutions":[{"id":"https://openalex.org/I4210116615","display_name":"Universidad Internacional De La Rioja","ror":"https://ror.org/029gnnp81","country_code":"ES","type":"education","lineage":["https://openalex.org/I4210116615"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Oscar Sanju\u00e1n Mart\u00ednez","raw_affiliation_strings":["Universidad Internacional de La Rioja, Spain"],"affiliations":[{"raw_affiliation_string":"Universidad Internacional de La Rioja, Spain","institution_ids":["https://openalex.org/I4210116615"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001607102","display_name":"Rub\u00e9n Gonz\u00e1lez Crespo","orcid":"https://orcid.org/0000-0001-5541-6319"},"institutions":[{"id":"https://openalex.org/I4210116615","display_name":"Universidad Internacional De La Rioja","ror":"https://ror.org/029gnnp81","country_code":"ES","type":"education","lineage":["https://openalex.org/I4210116615"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Rub\u00e9n Gonz\u00e1lez Crespo","raw_affiliation_strings":["School of Engineering and Technology, Universidad Internacional de La Rioja, 26006, Spain"],"affiliations":[{"raw_affiliation_string":"School of Engineering and Technology, Universidad Internacional de La Rioja, 26006, Spain","institution_ids":["https://openalex.org/I4210116615"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5101543220"],"corresponding_institution_ids":["https://openalex.org/I152031979"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.00765516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"Supp01","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.977400004863739,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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":0.9603000283241272,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9599999785423279,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8201431632041931},{"id":"https://openalex.org/keywords/handshake","display_name":"Handshake","score":0.6397347450256348},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.6071112155914307},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5973177552223206},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5528867244720459},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5476362705230713},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5391926765441895},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5330053567886353},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.4707435071468353},{"id":"https://openalex.org/keywords/pose","display_name":"Pose","score":0.462606281042099},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.4450923204421997},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10441091656684875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8201431632041931},{"id":"https://openalex.org/C2778000800","wikidata":"https://www.wikidata.org/wiki/Q830043","display_name":"Handshake","level":3,"score":0.6397347450256348},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.6071112155914307},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5973177552223206},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5528867244720459},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5476362705230713},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5391926765441895},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5330053567886353},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.4707435071468353},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.462606281042099},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.4450923204421997},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10441091656684875},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1142/s0219265921410218","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s0219265921410218","pdf_url":null,"source":{"id":"https://openalex.org/S63112013","display_name":"Journal of Interconnection Networks","issn_l":"0219-2659","issn":["0219-2659","1793-6713"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Interconnection Networks","raw_type":"journal-article"},{"id":"pmh:oai:reunir.unir.net:123456789/14547","is_oa":false,"landing_page_url":"https://reunir.unir.net/handle/123456789/14547","pdf_url":null,"source":{"id":"https://openalex.org/S4306400329","display_name":"Re-Unir (International University of La Rioja)","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Articulo Revista Indexada"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W49753005","https://openalex.org/W2334638905","https://openalex.org/W2723894363","https://openalex.org/W2745346772","https://openalex.org/W2770848963","https://openalex.org/W2795261565","https://openalex.org/W2808586429","https://openalex.org/W2900158802","https://openalex.org/W2907636747","https://openalex.org/W2945665256","https://openalex.org/W2946254794","https://openalex.org/W2947330105","https://openalex.org/W2990495437","https://openalex.org/W2990518194","https://openalex.org/W3003293394","https://openalex.org/W3006558576","https://openalex.org/W3007211815","https://openalex.org/W3013449388","https://openalex.org/W3042799967","https://openalex.org/W3098268731","https://openalex.org/W3141590018","https://openalex.org/W3144192494","https://openalex.org/W3156424100","https://openalex.org/W4205269228","https://openalex.org/W4242735564"],"related_works":["https://openalex.org/W1557407300","https://openalex.org/W2317724475","https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4288754364","https://openalex.org/W2899781844","https://openalex.org/W4308734192","https://openalex.org/W4312831135","https://openalex.org/W2166672191","https://openalex.org/W4313040557"],"abstract_inverted_index":{"In":[0,82],"human-computer":[1],"interaction":[2],"and":[3,27,44,77,93,96,131,142],"virtual":[4],"truth,":[5],"hand":[6,35,50,75],"pose":[7,36],"estimation":[8,25,37,80],"is":[9,52,103,143],"essential.":[10],"Public":[11],"dataset":[12],"experimental":[13,74],"analysis":[14,138],"Different":[15],"biometric":[16],"shows":[17],"that":[18],"a":[19,29,59,106,114,128,144],"particular":[20],"system":[21],"creates":[22],"low":[23],"manual":[24],"errors":[26],"has":[28],"more":[30],"significant":[31],"opportunity":[32],"for":[33,119],"new":[34],"activity.":[38],"Due":[39],"to":[40,67,88],"the":[41,47,69,86,99,120],"fluctuations,":[42],"self-occlusion,":[43],"specific":[45],"modulations,":[46],"structure":[48],"of":[49,84,116],"photographs":[51],"quite":[53],"tricky.":[54],"Hence,":[55],"this":[56,124],"paper":[57],"proposes":[58],"Hybrid":[60],"approach":[61],"based":[62],"on":[63],"machine":[64,100],"learning":[65,101],"(HABoML)":[66],"enhance":[68],"current":[70],"competitiveness,":[71],"performance":[72,132],"experience,":[73],"shape,":[76],"key":[78],"point":[79],"analysis.":[81],"terms":[83],"strengthening":[85],"ability":[87],"make":[89],"better":[90,145],"self-occlusion":[91],"adjustments":[92],"special":[94],"handshake":[95],"poses":[97],"estimations,":[98],"algorithm":[102],"combined":[104],"with":[105],"hybrid":[107],"approach.":[108],"The":[109,134],"experiment":[110],"results":[111],"helped":[112],"define":[113],"set":[115],"follow-up":[117],"experiments":[118],"proposed":[121],"systems":[122],"in":[123],"field,":[125],"which":[126],"had":[127],"high":[129],"efficiency":[130],"level.":[133],"HABoML":[135],"strategy":[136],"decreased":[137],"precision":[139],"by":[140],"9.33%":[141],"solution.":[146]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
