{"id":"https://openalex.org/W2119289887","doi":"https://doi.org/10.1109/roman.2011.6005276","title":"A study of human performance in recognizing expressive hand movements","display_name":"A study of human performance in recognizing expressive hand movements","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2119289887","doi":"https://doi.org/10.1109/roman.2011.6005276","mag":"2119289887"},"language":"en","primary_location":{"id":"doi:10.1109/roman.2011.6005276","is_oa":false,"landing_page_url":"https://doi.org/10.1109/roman.2011.6005276","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 RO-MAN","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/A5029690199","display_name":"Ali-Akbar Samadani","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Ali-Akbar Samadani","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Waterloo, Waterloo, ONT, Canada","Electrical and Computer Engineering Department at University of Waterloo, ON N2L 3G1, CANADA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Waterloo, Waterloo, ONT, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department at University of Waterloo, ON N2L 3G1, CANADA","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052279174","display_name":"Brandon J. DeHart","orcid":"https://orcid.org/0000-0002-4129-5023"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Brandon J DeHart","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Waterloo, Waterloo, ONT, Canada","Electrical and Computer Engineering Department at University of Waterloo, ON N2L 3G1, CANADA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Waterloo, Waterloo, ONT, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department at University of Waterloo, ON N2L 3G1, CANADA","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061166980","display_name":"Kirsten Robinson","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kirsten Robinson","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Waterloo, Waterloo, ONT, Canada","Electrical and Computer Engineering Department at University of Waterloo, ON N2L 3G1, CANADA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Waterloo, Waterloo, ONT, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department at University of Waterloo, ON N2L 3G1, CANADA","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072377971","display_name":"Dana Kuli\u0107","orcid":"https://orcid.org/0000-0002-4169-2141"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Dana Kulic","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Waterloo, Waterloo, ONT, Canada","Electrical and Computer Engineering Department at University of Waterloo, ON N2L 3G1, CANADA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Waterloo, Waterloo, ONT, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department at University of Waterloo, ON N2L 3G1, CANADA","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075798871","display_name":"Eric Kubica","orcid":null},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Eric Kubica","raw_affiliation_strings":["Electrical and Computer Engineering Department, University of Waterloo, Waterloo, ONT, Canada","Electrical and Computer Engineering Department at University of Waterloo, ON N2L 3G1, CANADA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering Department, University of Waterloo, Waterloo, ONT, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Electrical and Computer Engineering Department at University of Waterloo, ON N2L 3G1, CANADA","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036605802","display_name":"Rob Gorbet","orcid":"https://orcid.org/0000-0003-2799-3922"},"institutions":[{"id":"https://openalex.org/I151746483","display_name":"University of Waterloo","ror":"https://ror.org/01aff2v68","country_code":"CA","type":"education","lineage":["https://openalex.org/I151746483"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rob Gorbet","raw_affiliation_strings":["Centre of Knowledge Integration, University of Waterloo, Waterloo, ONT, Canada","Centre for Knowledge Integration at University of Waterloo, ON N2L 3G1, CANADA"],"affiliations":[{"raw_affiliation_string":"Centre of Knowledge Integration, University of Waterloo, Waterloo, ONT, Canada","institution_ids":["https://openalex.org/I151746483"]},{"raw_affiliation_string":"Centre for Knowledge Integration at University of Waterloo, ON N2L 3G1, CANADA","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5029690199"],"corresponding_institution_ids":["https://openalex.org/I151746483"],"apc_list":null,"apc_paid":null,"fwci":2.9423,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.90544192,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"93","last_page":"100"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11431","display_name":"Action Observation and Synchronization","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11431","display_name":"Action Observation and Synchronization","score":0.9977999925613403,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10667","display_name":"Emotion and Mood Recognition","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/3205","display_name":"Experimental and Cognitive Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9961000084877014,"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/sadness","display_name":"Sadness","score":0.8200633525848389},{"id":"https://openalex.org/keywords/anger","display_name":"Anger","score":0.716328501701355},{"id":"https://openalex.org/keywords/facial-expression","display_name":"Facial expression","score":0.5699321031570435},{"id":"https://openalex.org/keywords/happiness","display_name":"Happiness","score":0.5513430237770081},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.537846028804779},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5046228170394897},{"id":"https://openalex.org/keywords/kinematics","display_name":"Kinematics","score":0.49138203263282776},{"id":"https://openalex.org/keywords/valence","display_name":"Valence (chemistry)","score":0.4803808331489563},{"id":"https://openalex.org/keywords/arousal","display_name":"Arousal","score":0.47138839960098267},{"id":"https://openalex.org/keywords/perception","display_name":"Perception","score":0.4539801776409149},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.4494101107120514},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.42013949155807495},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2719033360481262},{"id":"https://openalex.org/keywords/social-psychology","display_name":"Social psychology","score":0.13122788071632385}],"concepts":[{"id":"https://openalex.org/C2779812673","wikidata":"https://www.wikidata.org/wiki/Q169251","display_name":"Sadness","level":3,"score":0.8200633525848389},{"id":"https://openalex.org/C2779302386","wikidata":"https://www.wikidata.org/wiki/Q79871","display_name":"Anger","level":2,"score":0.716328501701355},{"id":"https://openalex.org/C195704467","wikidata":"https://www.wikidata.org/wiki/Q327968","display_name":"Facial expression","level":2,"score":0.5699321031570435},{"id":"https://openalex.org/C2778999518","wikidata":"https://www.wikidata.org/wiki/Q8","display_name":"Happiness","level":2,"score":0.5513430237770081},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.537846028804779},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5046228170394897},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.49138203263282776},{"id":"https://openalex.org/C168900304","wikidata":"https://www.wikidata.org/wiki/Q171407","display_name":"Valence (chemistry)","level":2,"score":0.4803808331489563},{"id":"https://openalex.org/C36951298","wikidata":"https://www.wikidata.org/wiki/Q379784","display_name":"Arousal","level":2,"score":0.47138839960098267},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4539801776409149},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.4494101107120514},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.42013949155807495},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2719033360481262},{"id":"https://openalex.org/C77805123","wikidata":"https://www.wikidata.org/wiki/Q161272","display_name":"Social psychology","level":1,"score":0.13122788071632385},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/roman.2011.6005276","is_oa":false,"landing_page_url":"https://doi.org/10.1109/roman.2011.6005276","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 RO-MAN","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.379.6362","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.379.6362","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://ece.uwaterloo.ca/~dkulic/pubs/Ro-Man_2011_Final.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W204690852","https://openalex.org/W1515456622","https://openalex.org/W1595732857","https://openalex.org/W1662494478","https://openalex.org/W1826372865","https://openalex.org/W1937226553","https://openalex.org/W1968811590","https://openalex.org/W1970912820","https://openalex.org/W1988375137","https://openalex.org/W1988389243","https://openalex.org/W1989104072","https://openalex.org/W1997060370","https://openalex.org/W2014639709","https://openalex.org/W2021218462","https://openalex.org/W2024218186","https://openalex.org/W2041437888","https://openalex.org/W2058518679","https://openalex.org/W2066446105","https://openalex.org/W2080490989","https://openalex.org/W2083790891","https://openalex.org/W2088958698","https://openalex.org/W2090641955","https://openalex.org/W2096453912","https://openalex.org/W2097909335","https://openalex.org/W2108426047","https://openalex.org/W2113460925","https://openalex.org/W2113594156","https://openalex.org/W2116786358","https://openalex.org/W2129538335","https://openalex.org/W2131123711","https://openalex.org/W2131554141","https://openalex.org/W2149628368","https://openalex.org/W2156503193","https://openalex.org/W2160047527","https://openalex.org/W2168488086","https://openalex.org/W2168513221","https://openalex.org/W2171198878","https://openalex.org/W4232881043","https://openalex.org/W4233448209","https://openalex.org/W6640387931","https://openalex.org/W6670774501"],"related_works":["https://openalex.org/W4365519294","https://openalex.org/W3031187173","https://openalex.org/W3135436127","https://openalex.org/W2805647211","https://openalex.org/W2100930849","https://openalex.org/W2557139663","https://openalex.org/W3179181153","https://openalex.org/W2073249509","https://openalex.org/W2481378124","https://openalex.org/W1980267738"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,29,43,62,66,72,75,92],"study":[4],"on":[5,102,135,154],"human":[6,93],"performance":[7],"in":[8,31,165,173],"recognizing":[9],"affective":[10,45,195],"expressions":[11],"conveyed":[12],"through":[13],"movements":[14,100,134,197],"of":[15,34,91,113,148,176,180,193],"hand-like":[16],"structures.":[17,200],"One":[18],"movement":[19,57],"sequence,":[20],"closing":[21],"and":[22,52,70,117],"opening":[23],"the":[24,97,114,139,149,170,174,177,184,190,194],"hand,":[25],"was":[26,106,158],"performed":[27,101],"by":[28,130],"demonstrator":[30],"3":[32],"sets":[33],"5":[35],"repeated":[36],"trials,":[37],"each":[38],"set":[39],"intending":[40],"to":[41,94,161,188],"convey":[42],"different":[44,48,86,104,136],"expression.":[46],"Three":[47],"expressions,":[49],"sadness,":[50],"happiness":[51],"anger,":[53],"were":[54,59,186],"considered.":[55],"Expressive":[56],"animations":[58],"replicated":[60],"with":[61,71,108],"human-like":[63],"hand":[64,68,196],"model,":[65],"stick":[67],"model":[69,73,179],"resembling":[74],"palm":[76],"frond":[77],"structure.":[78],"The":[79,89,145],"structures":[80,105,116],"tested":[81,107],"have":[82],"identical":[83],"kinematics":[84],"but":[85,157],"physical":[87,146],"appearance.":[88],"ability":[90],"correctly":[95],"identify":[96],"intended":[98],"expressive":[99],"these":[103],"66":[109],"users":[110],"viewing":[111],"videos":[112],"animated":[115,133],"reporting":[118],"via":[119],"an":[120],"online":[121],"questionnaire.":[122],"Results":[123],"show":[124],"that":[125,183],"anger":[126],"is":[127],"reliably":[128],"perceived":[129],"observers":[131],"from":[132],"structures,":[137],"while":[138],"other":[140],"emotions":[141],"are":[142],"easily":[143],"misperceived.":[144],"appearance":[147],"structure":[150],"has":[151],"some":[152],"impact":[153],"perception":[155],"performance,":[156],"not":[159],"found":[160],"be":[162],"statistically":[163],"significant":[164],"this":[166],"study.":[167],"Furthermore,":[168],"analyzing":[169],"participants'":[171],"responses":[172],"context":[175],"valence-arousal":[178],"emotion":[181],"shows":[182],"subjects":[185],"able":[187],"recognize":[189],"arousal":[191],"component":[192],"across":[198],"all":[199]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
