{"id":"https://openalex.org/W2343142751","doi":"https://doi.org/10.1109/thms.2015.2493536","title":"Movement Primitive Segmentation for Human Motion Modeling: A Framework for Analysis","display_name":"Movement Primitive Segmentation for Human Motion Modeling: A Framework for Analysis","publication_year":2016,"publication_date":"2016-01-07","ids":{"openalex":"https://openalex.org/W2343142751","doi":"https://doi.org/10.1109/thms.2015.2493536","mag":"2343142751"},"language":"en","primary_location":{"id":"doi:10.1109/thms.2015.2493536","is_oa":false,"landing_page_url":"https://doi.org/10.1109/thms.2015.2493536","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Human-Machine Systems","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/A5020793193","display_name":"Jonathan Feng-Shun Lin","orcid":"https://orcid.org/0000-0002-0008-7199"},"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":"Jonathan Feng-Shun Lin","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112073399","display_name":"Michelle Karg","orcid":null},"institutions":[{"id":"https://openalex.org/I147869694","display_name":"Continental (Germany)","ror":"https://ror.org/0359s0245","country_code":"DE","type":"company","lineage":["https://openalex.org/I147869694"]},{"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","DE"],"is_corresponding":false,"raw_author_name":"Michelle Karg","raw_affiliation_strings":["Continental AG in, Lindau","Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Continental AG in, Lindau","institution_ids":["https://openalex.org/I147869694"]},{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]},{"author_position":"last","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":["Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Waterloo, Waterloo, ON, Canada","institution_ids":["https://openalex.org/I151746483"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.972,"has_fulltext":false,"cited_by_count":106,"citation_normalized_percentile":{"value":0.96983036,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"46","issue":"3","first_page":"325","last_page":"339"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":1.0,"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":1.0,"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":0.9995999932289124,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.998199999332428,"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/segmentation","display_name":"Segmentation","score":0.8021600246429443},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7736608982086182},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6883245706558228},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.6358151435852051},{"id":"https://openalex.org/keywords/categorization","display_name":"Categorization","score":0.5880468487739563},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.5672973990440369},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5008478164672852},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.4994781017303467},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.484607070684433},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.43488946557044983},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38637423515319824},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3458361029624939}],"concepts":[{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.8021600246429443},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7736608982086182},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6883245706558228},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.6358151435852051},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.5880468487739563},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.5672973990440369},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5008478164672852},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.4994781017303467},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.484607070684433},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.43488946557044983},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38637423515319824},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3458361029624939},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/thms.2015.2493536","is_oa":false,"landing_page_url":"https://doi.org/10.1109/thms.2015.2493536","pdf_url":null,"source":{"id":"https://openalex.org/S2476799526","display_name":"IEEE Transactions on Human-Machine Systems","issn_l":"2168-2291","issn":["2168-2291","2168-2305"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Human-Machine Systems","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":131,"referenced_works":["https://openalex.org/W10342353","https://openalex.org/W58346954","https://openalex.org/W1215311137","https://openalex.org/W1484181928","https://openalex.org/W1491100250","https://openalex.org/W1504308419","https://openalex.org/W1513731586","https://openalex.org/W1534304300","https://openalex.org/W1535456295","https://openalex.org/W1545046063","https://openalex.org/W1559393815","https://openalex.org/W1565140245","https://openalex.org/W1565928583","https://openalex.org/W1584709881","https://openalex.org/W1696716473","https://openalex.org/W1953802779","https://openalex.org/W1964364527","https://openalex.org/W1972468149","https://openalex.org/W1972648810","https://openalex.org/W1975325338","https://openalex.org/W1977995219","https://openalex.org/W1978383016","https://openalex.org/W1983193016","https://openalex.org/W1984489625","https://openalex.org/W1984659654","https://openalex.org/W1986014385","https://openalex.org/W1988879366","https://openalex.org/W1992608230","https://openalex.org/W1995113806","https://openalex.org/W1997388173","https://openalex.org/W1998900254","https://openalex.org/W2002966689","https://openalex.org/W2013615880","https://openalex.org/W2016651730","https://openalex.org/W2019842267","https://openalex.org/W2020496717","https://openalex.org/W2023425306","https://openalex.org/W2026513916","https://openalex.org/W2026742279","https://openalex.org/W2039355663","https://openalex.org/W2054780155","https://openalex.org/W2056898157","https://openalex.org/W2062465628","https://openalex.org/W2063698478","https://openalex.org/W2069397622","https://openalex.org/W2078046413","https://openalex.org/W2079229585","https://openalex.org/W2080647538","https://openalex.org/W2082802791","https://openalex.org/W2082821042","https://openalex.org/W2083524136","https://openalex.org/W2086509056","https://openalex.org/W2091266471","https://openalex.org/W2091797369","https://openalex.org/W2092012469","https://openalex.org/W2096901146","https://openalex.org/W2098326400","https://openalex.org/W2098339052","https://openalex.org/W2102873422","https://openalex.org/W2105333012","https://openalex.org/W2106996050","https://openalex.org/W2108880624","https://openalex.org/W2109485196","https://openalex.org/W2116494851","https://openalex.org/W2118668713","https://openalex.org/W2119350939","https://openalex.org/W2120701504","https://openalex.org/W2121380677","https://openalex.org/W2124059558","https://openalex.org/W2125838338","https://openalex.org/W2127844098","https://openalex.org/W2128160875","https://openalex.org/W2131981197","https://openalex.org/W2132549764","https://openalex.org/W2132600856","https://openalex.org/W2134132039","https://openalex.org/W2135858662","https://openalex.org/W2139212933","https://openalex.org/W2141733693","https://openalex.org/W2144345993","https://openalex.org/W2149216032","https://openalex.org/W2149354205","https://openalex.org/W2153674013","https://openalex.org/W2154543878","https://openalex.org/W2155268664","https://openalex.org/W2156949391","https://openalex.org/W2157715083","https://openalex.org/W2158346222","https://openalex.org/W2159549127","https://openalex.org/W2159613676","https://openalex.org/W2160429843","https://openalex.org/W2160517719","https://openalex.org/W2160675703","https://openalex.org/W2161491846","https://openalex.org/W2162103415","https://openalex.org/W2164773496","https://openalex.org/W2165102974","https://openalex.org/W2165300526","https://openalex.org/W2167866158","https://openalex.org/W2167947958","https://openalex.org/W2168328261","https://openalex.org/W2168392347","https://openalex.org/W2168907388","https://openalex.org/W2170243694","https://openalex.org/W2170832633","https://openalex.org/W2171165942","https://openalex.org/W2172156083","https://openalex.org/W2250566637","https://openalex.org/W2290727245","https://openalex.org/W2319894388","https://openalex.org/W2324309783","https://openalex.org/W2325937488","https://openalex.org/W2483430316","https://openalex.org/W2546143719","https://openalex.org/W3098293252","https://openalex.org/W3217467030","https://openalex.org/W6600423445","https://openalex.org/W6628228489","https://openalex.org/W6628802092","https://openalex.org/W6641080644","https://openalex.org/W6657033697","https://openalex.org/W6670454656","https://openalex.org/W6671369102","https://openalex.org/W6680131926","https://openalex.org/W6680176085","https://openalex.org/W6682035786","https://openalex.org/W6683788672","https://openalex.org/W6684346986","https://openalex.org/W6684767886","https://openalex.org/W6805302155","https://openalex.org/W7034616413"],"related_works":["https://openalex.org/W2165912799","https://openalex.org/W2735662278","https://openalex.org/W2382615723","https://openalex.org/W4311804456","https://openalex.org/W1987484445","https://openalex.org/W2623658258","https://openalex.org/W2143413548","https://openalex.org/W1969219540","https://openalex.org/W4250128246","https://openalex.org/W2933653026"],"abstract_inverted_index":{"Movement":[0],"primitive":[1],"segmentation":[2,46,53,74],"enables":[3],"long":[4],"sequences":[5],"of":[6],"human":[7,72],"movement":[8,18,22,124],"observation":[9],"data":[10,58],"to":[11,20,31,48,71,110,123],"be":[12],"segmented":[13],"into":[14,79],"smaller":[15],"components,":[16],"termed":[17],"primitives,":[19],"facilitate":[21],"identification,":[23],"modeling,":[24],"and":[25,38,50,64,82,104,117,122],"learning.":[26,41],"It":[27],"has":[28],"been":[29],"applied":[30,70],"exercise":[32],"monitoring,":[33],"gesture":[34],"recognition,":[35],"human-machine":[36],"interaction,":[37],"robot":[39],"imitation":[40],"This":[42],"paper":[43],"proposes":[44],"a":[45],"framework":[47,68],"categorize":[49],"compare":[51],"different":[52],"algorithms":[54,109],"considering":[55],"segment":[56],"definitions,":[57],"sources,":[59],"application-specific":[60],"requirements,":[61],"algorithm":[62,118],"mechanics,":[63],"validation":[65],"techniques.":[66],"The":[67],"is":[69],"motion":[73],"methods":[75,90],"by":[76],"grouping":[77],"them":[78],"online,":[80],"semionline,":[81],"offline":[83,105],"approaches.":[84],"Among":[85],"the":[86,92,102],"online":[87],"approaches,":[88],"distance-based":[89],"provide":[91],"best":[93,100],"performance,":[94],"while":[95],"stochastic":[96],"dynamic":[97],"models":[98],"work":[99],"in":[101],"semionline":[103],"settings.":[106],"However,":[107],"most":[108],"date":[111],"are":[112],"tested":[113],"with":[114],"small":[115],"datasets,":[116],"generalization":[119],"across":[120],"participants":[121],"changes":[125],"remains":[126],"largely":[127],"untested.":[128]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":20},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":15},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":6}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
