{"id":"https://openalex.org/W2559253784","doi":"https://doi.org/10.1109/cec.2016.7743784","title":"How effective are meta-heuristics for recognising hand gestures","display_name":"How effective are meta-heuristics for recognising hand gestures","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2559253784","doi":"https://doi.org/10.1109/cec.2016.7743784","mag":"2559253784"},"language":"en","primary_location":{"id":"doi:10.1109/cec.2016.7743784","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7743784","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","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/A5012199979","display_name":"Shahrzad Saremi","orcid":null},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Shahrzad Saremi","raw_affiliation_strings":["School of Information and Communication Technology Griffith University, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology Griffith University, QLD, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091500375","display_name":"Seyedali Mirjalili","orcid":"https://orcid.org/0000-0002-1443-9458"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Seyedali Mirjalili","raw_affiliation_strings":["School of Information and Communication Technology Griffith University, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology Griffith University, QLD, Australia","institution_ids":["https://openalex.org/I11701301"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063313173","display_name":"Andrew Lewis","orcid":"https://orcid.org/0000-0002-0122-2532"},"institutions":[{"id":"https://openalex.org/I11701301","display_name":"Griffith University","ror":"https://ror.org/02sc3r913","country_code":"AU","type":"education","lineage":["https://openalex.org/I11701301"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Andrew Lewis","raw_affiliation_strings":["School of Information and Communication Technology Griffith University, QLD, Australia"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Technology Griffith University, QLD, Australia","institution_ids":["https://openalex.org/I11701301"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5012199979"],"corresponding_institution_ids":["https://openalex.org/I11701301"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.12109727,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"104","last_page":"111"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9998999834060669,"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":0.9998999834060669,"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":0.9926000237464905,"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/T10653","display_name":"Robot Manipulation and Learning","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/heuristics","display_name":"Heuristics","score":0.8968465328216553},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.752355694770813},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.7126116156578064},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.6100630760192871},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5564548969268799},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.5563023686408997},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.5205914974212646},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45825257897377014},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.44259369373321533},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13027030229568481}],"concepts":[{"id":"https://openalex.org/C127705205","wikidata":"https://www.wikidata.org/wiki/Q5748245","display_name":"Heuristics","level":2,"score":0.8968465328216553},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.752355694770813},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.7126116156578064},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.6100630760192871},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5564548969268799},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5563023686408997},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.5205914974212646},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45825257897377014},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.44259369373321533},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13027030229568481},{"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/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cec.2016.7743784","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cec.2016.7743784","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE Congress on Evolutionary Computation (CEC)","raw_type":"proceedings-article"},{"id":"pmh:oai:research-repository.griffith.edu.au:10072/124115","is_oa":false,"landing_page_url":"http://hdl.handle.net/10072/124115","pdf_url":null,"source":{"id":"https://openalex.org/S4306402548","display_name":"Griffith Research Online (Griffith University, Queensland, Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I11701301","host_organization_name":"Griffith University","host_organization_lineage":["https://openalex.org/I11701301"],"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 output"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W242391807","https://openalex.org/W1534196748","https://openalex.org/W1541288193","https://openalex.org/W1548485480","https://openalex.org/W1553069021","https://openalex.org/W1595932190","https://openalex.org/W1606402766","https://openalex.org/W1835547317","https://openalex.org/W1910517923","https://openalex.org/W1922366976","https://openalex.org/W1948353611","https://openalex.org/W1976744965","https://openalex.org/W1995668158","https://openalex.org/W2044235398","https://openalex.org/W2069135200","https://openalex.org/W2072955302","https://openalex.org/W2073140603","https://openalex.org/W2096166399","https://openalex.org/W2100642335","https://openalex.org/W2102190484","https://openalex.org/W2119656522","https://openalex.org/W2128859583","https://openalex.org/W2134917076","https://openalex.org/W2139670260","https://openalex.org/W2144232362","https://openalex.org/W2154943049","https://openalex.org/W2158509166","https://openalex.org/W2162264926","https://openalex.org/W2168392347","https://openalex.org/W2322290486","https://openalex.org/W2402846924","https://openalex.org/W2532774199","https://openalex.org/W2963103847","https://openalex.org/W3100933494","https://openalex.org/W4300106150","https://openalex.org/W6638563862","https://openalex.org/W6682642761"],"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/W1982853263","https://openalex.org/W1974473538","https://openalex.org/W2020010749","https://openalex.org/W2796116650"],"abstract_inverted_index":{"Due":[0],"to":[1,17,61,68,100,119,143,150],"the":[2,22,32,46,63,69,81,110,129,137,152,156,171,182,185,192,209,220],"gradient-free":[3],"mechanism,":[4],"flexibility,":[5],"high":[6],"local":[7,178],"optima":[8],"avoidance,":[9],"and":[10,42,94,113,214],"simplicity,":[11],"meta-heuristics":[12,49,84,123,213],"have":[13,97,116],"been":[14,98,117],"reliable":[15],"alternatives":[16],"conventional":[18],"optimisation":[19],"techniques":[20,36],"over":[21],"course":[23],"of":[24,34,40,75,83,109,136,170,173,177,184,212,222],"last":[25],"two":[26],"decades.":[27],"This":[28,78],"has":[29],"resulted":[30],"in":[31,37,53,85,125,219],"application":[33],"such":[35],"diverse":[38],"branches":[39],"science":[41],"technology.":[43],"Despite":[44],"all":[45],"successful":[47],"applications,":[48],"are":[50,162,205],"less":[51],"effective":[52],"real-time":[54],"applications":[55],"where":[56],"there":[57],"is":[58,148,195],"a":[59,72,106,133,145,174],"need":[60,70],"find":[62,101],"optimal":[64,103,186],"solutions":[65],"instantly":[66],"due":[67],"for":[71,88,105,207],"large":[73,175],"number":[74,176],"function":[76],"evaluations.":[77],"paper":[79],"investigates":[80],"effectiveness":[82],"modelling":[86],"hands":[87],"recognising":[89],"hand":[90,138],"gestures.":[91],"Several":[92],"well-known":[93],"recent":[95],"algorithms":[96,161],"utilised":[99],"an":[102,196],"shape":[104],"3D":[107],"model":[108,135,147,187],"hand.":[111],"Qualitative":[112],"quantitative":[114],"results":[115,130,157],"collected":[118],"see":[120],"how":[121],"well":[122],"perform":[124],"this":[126],"field.":[127],"Firstly,":[128],"show":[131,158],"that":[132,159],"free":[134],"can":[139],"be":[140,200],"very":[141],"expensive":[142],"optimise:":[144],"constrained":[146],"essential":[149],"reduce":[151],"search":[153],"space.":[154],"Secondly,":[155],"population-based":[160,190],"more":[163,217],"suitable":[164],"rather":[165],"than":[166],"individual-based":[167],"mainly":[168],"because":[169],"presence":[172],"solutions.":[179],"Thirdly,":[180],"despite":[181],"accuracy":[183],"obtained":[188],"using":[189],"algorithms,":[191],"run":[193,210],"time":[194,211],"issue":[197],"which":[198],"should":[199],"considered.":[201],"Finally,":[202],"several":[203],"recommendations":[204],"made":[206],"reducing":[208],"making":[215],"them":[216],"practical":[218],"field":[221],"gesture":[223],"detection.":[224]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}