{"id":"https://openalex.org/W2944054275","doi":"https://doi.org/10.1109/is.2018.8710515","title":"Gesture Recognition On Human Pose Features Of Single Images","display_name":"Gesture Recognition On Human Pose Features Of Single Images","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2944054275","doi":"https://doi.org/10.1109/is.2018.8710515","mag":"2944054275"},"language":"en","primary_location":{"id":"doi:10.1109/is.2018.8710515","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2018.8710515","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Intelligent Systems (IS)","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/A5010583709","display_name":"Raphael Memmesheimer","orcid":"https://orcid.org/0000-0003-3602-754X"},"institutions":[{"id":"https://openalex.org/I4387153937","display_name":"Universit\u00e4t Koblenz","ror":"https://ror.org/0433e6t24","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153937"]},{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Raphael Memmesheimer","raw_affiliation_strings":["Active Vision Group, University of Koblenz-Landau, Koblenz, Germany"],"affiliations":[{"raw_affiliation_string":"Active Vision Group, University of Koblenz-Landau, Koblenz, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I4387153937"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050431744","display_name":"Ivanna Mykhalchyshyna","orcid":null},"institutions":[{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]},{"id":"https://openalex.org/I4387153937","display_name":"Universit\u00e4t Koblenz","ror":"https://ror.org/0433e6t24","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153937"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ivanna Mykhalchyshyna","raw_affiliation_strings":["Active Vision Group, University of Koblenz-Landau, Koblenz, Germany"],"affiliations":[{"raw_affiliation_string":"Active Vision Group, University of Koblenz-Landau, Koblenz, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I4387153937"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008718172","display_name":"Dietrich Paulus","orcid":"https://orcid.org/0000-0002-2967-5277"},"institutions":[{"id":"https://openalex.org/I4387153937","display_name":"Universit\u00e4t Koblenz","ror":"https://ror.org/0433e6t24","country_code":null,"type":"education","lineage":["https://openalex.org/I4387153937"]},{"id":"https://openalex.org/I2802076133","display_name":"University of Koblenz and Landau","ror":"https://ror.org/01j9f6752","country_code":"DE","type":"education","lineage":["https://openalex.org/I2802076133"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dietrich Paulus","raw_affiliation_strings":["Active Vision Group, University of Koblenz-Landau, Koblenz, Germany"],"affiliations":[{"raw_affiliation_string":"Active Vision Group, University of Koblenz-Landau, Koblenz, Germany","institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I4387153937"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5010583709"],"corresponding_institution_ids":["https://openalex.org/I2802076133","https://openalex.org/I4387153937"],"apc_list":null,"apc_paid":null,"fwci":0.3134,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.64493918,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"14","issue":null,"first_page":"813","last_page":"819"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998999834060669,"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":0.9998999834060669,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9979000091552734,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.9410723447799683},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.7923663258552551},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7657027244567871},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6961624622344971},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.643848180770874},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.5924616456031799},{"id":"https://openalex.org/keywords/human\u2013robot-interaction","display_name":"Human\u2013robot interaction","score":0.51827472448349},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5007328987121582},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41858434677124023}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.9410723447799683},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.7923663258552551},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7657027244567871},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6961624622344971},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.643848180770874},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.5924616456031799},{"id":"https://openalex.org/C145460709","wikidata":"https://www.wikidata.org/wiki/Q859951","display_name":"Human\u2013robot interaction","level":3,"score":0.51827472448349},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5007328987121582},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41858434677124023},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/is.2018.8710515","is_oa":false,"landing_page_url":"https://doi.org/10.1109/is.2018.8710515","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 International Conference on Intelligent Systems (IS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1680392829","https://openalex.org/W1981080013","https://openalex.org/W1995113806","https://openalex.org/W2039918963","https://openalex.org/W2105594594","https://openalex.org/W2112741432","https://openalex.org/W2151234635","https://openalex.org/W2152417180","https://openalex.org/W2174722029","https://openalex.org/W2278622152","https://openalex.org/W2296311849","https://openalex.org/W2752803734","https://openalex.org/W2765635326","https://openalex.org/W2766087085","https://openalex.org/W2766736700","https://openalex.org/W2783196494","https://openalex.org/W2964304707","https://openalex.org/W6637386731","https://openalex.org/W6744174288"],"related_works":["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/W2911691005","https://openalex.org/W2970836791","https://openalex.org/W2805039731","https://openalex.org/W2989699735"],"abstract_inverted_index":{"Enabling":[0],"robots":[1],"to":[2,19],"read":[3],"intentions":[4],"of":[5,28,41,48],"humans":[6],"i.e.":[7],"by":[8,17],"detecting":[9],"a":[10,14,22,25,37,56,109],"waving":[11],"person":[12],"in":[13,21],"restaurant":[15],"or":[16],"pointing":[18],"something":[20],"supermarket":[23],"gives":[24],"huge":[26],"set":[27],"possibilities":[29],"for":[30,58,62,85],"human":[31,49,72],"robot":[32],"interactions.":[33],"Gesture":[34],"recognition":[35],"is":[36],"challenging":[38],"problem":[39],"because":[40],"the":[42,45,94],"complexity":[43],"and":[44,65,105],"wide":[46],"variety":[47],"gestures.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54],"propose":[55],"method":[57],"multi-person":[59],"gesture":[60,86],"classification":[61,87],"five":[63],"gestures":[64],"one":[66],"neutral":[67],"body":[68],"posture":[69],"based":[70],"on":[71,76,100,108],"pose":[73],"features":[74],"extracted":[75],"2D":[77],"images.":[78],"Comparison":[79],"between":[80],"supervised":[81],"machine":[82],"learning":[83],"methods":[84],"are":[88],"given.":[89],"The":[90],"results":[91,99],"showed,":[92],"that":[93],"proposed":[95],"approach":[96],"achieves":[97],"good":[98],"our":[101],"own":[102],"validation":[103],"dataset":[104],"generalizes":[106],"well":[107],"public":[110],"dataset.":[111]},"counts_by_year":[{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
