{"id":"https://openalex.org/W2171191102","doi":"https://doi.org/10.1109/tcyb.2013.2291497","title":"Generalized Laplacian Eigenmaps for Modeling and Tracking Human Motions","display_name":"Generalized Laplacian Eigenmaps for Modeling and Tracking Human Motions","publication_year":2014,"publication_date":"2014-01-31","ids":{"openalex":"https://openalex.org/W2171191102","doi":"https://doi.org/10.1109/tcyb.2013.2291497","mag":"2171191102","pmid":"https://pubmed.ncbi.nlm.nih.gov/25137692"},"language":"en","primary_location":{"id":"doi:10.1109/tcyb.2013.2291497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2013.2291497","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5014600847","display_name":"Jes\u00fas Mart\u00ednez del Rinc\u00f3n","orcid":"https://orcid.org/0000-0002-9574-4138"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jesus Martinez-del-Rincon","raw_affiliation_strings":["ECIT, Queen's University, Belfast, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ECIT, Queen's University, Belfast, U.K","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016419282","display_name":"Micha\u0142 Lewandowski","orcid":"https://orcid.org/0000-0003-3316-4792"},"institutions":[{"id":"https://openalex.org/I205051169","display_name":"Kingston University London","ror":"https://ror.org/05bbqza97","country_code":"GB","type":"education","lineage":["https://openalex.org/I205051169"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Michal Lewandowski","raw_affiliation_strings":["Kingston University, London, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kingston University, London, U.K","institution_ids":["https://openalex.org/I205051169"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005552930","display_name":"Jean\u2010Christophe Nebel","orcid":"https://orcid.org/0000-0003-1812-5269"},"institutions":[{"id":"https://openalex.org/I205051169","display_name":"Kingston University London","ror":"https://ror.org/05bbqza97","country_code":"GB","type":"education","lineage":["https://openalex.org/I205051169"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Jean-Christophe Nebel","raw_affiliation_strings":["Kingston University, London, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kingston University, London, U.K","institution_ids":["https://openalex.org/I205051169"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5057370857","display_name":"Dimitrios Makris","orcid":"https://orcid.org/0000-0001-6170-0236"},"institutions":[{"id":"https://openalex.org/I205051169","display_name":"Kingston University London","ror":"https://ror.org/05bbqza97","country_code":"GB","type":"education","lineage":["https://openalex.org/I205051169"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Dimitrios Makris","raw_affiliation_strings":["Kingston University, London, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kingston University, London, U.K","institution_ids":["https://openalex.org/I205051169"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":3.0574,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.92439521,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":"44","issue":"9","first_page":"1646","last_page":"1660"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9986000061035156,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9979000091552734,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/robustness","display_name":"Robustness (evolution)","score":0.6748011708259583},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.6584494709968567},{"id":"https://openalex.org/keywords/laplace-operator","display_name":"Laplace operator","score":0.6457417011260986},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.580826461315155},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5577187538146973},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.523671567440033},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.51912921667099},{"id":"https://openalex.org/keywords/particle-filter","display_name":"Particle filter","score":0.4831644892692566},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4650856852531433},{"id":"https://openalex.org/keywords/manifold","display_name":"Manifold (fluid mechanics)","score":0.44781988859176636},{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.4170345067977905},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4096660912036896},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3838273584842682},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.33370232582092285},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.295736163854599},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.21435731649398804},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.10819640755653381}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6748011708259583},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.6584494709968567},{"id":"https://openalex.org/C165700671","wikidata":"https://www.wikidata.org/wiki/Q203484","display_name":"Laplace operator","level":2,"score":0.6457417011260986},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.580826461315155},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5577187538146973},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.523671567440033},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.51912921667099},{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.4831644892692566},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4650856852531433},{"id":"https://openalex.org/C529865628","wikidata":"https://www.wikidata.org/wiki/Q1790740","display_name":"Manifold (fluid mechanics)","level":2,"score":0.44781988859176636},{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.4170345067977905},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4096660912036896},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3838273584842682},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.33370232582092285},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.295736163854599},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.21435731649398804},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.10819640755653381},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000328","descriptor_name":"Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005260","descriptor_name":"Female","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008297","descriptor_name":"Male","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D008954","descriptor_name":"Models, Biological","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D011187","descriptor_name":"Posture","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D055815","descriptor_name":"Young Adult","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/tcyb.2013.2291497","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcyb.2013.2291497","pdf_url":null,"source":{"id":"https://openalex.org/S4210191041","display_name":"IEEE Transactions on Cybernetics","issn_l":"2168-2267","issn":["2168-2267","2168-2275"],"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 Cybernetics","raw_type":"journal-article"},{"id":"pmid:25137692","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/25137692","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on cybernetics","raw_type":"Journal Article"},{"id":"pmh:oai:pure.qub.ac.uk/portal:publications/19b7d967-465e-4ac9-833b-c76e7446f5b9","is_oa":false,"landing_page_url":"https://pure.qub.ac.uk/en/publications/19b7d967-465e-4ac9-833b-c76e7446f5b9","pdf_url":null,"source":{"id":"https://openalex.org/S4306402319","display_name":"Research Portal (Queen's University Belfast)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I126231945","host_organization_name":"Queen's University Belfast","host_organization_lineage":["https://openalex.org/I126231945"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Martinez-del-Rincon, J, Lewandowski, M, Nebel, J-C & Makris, D 2014, 'Generalized Laplacian Eigenmaps for Modeling and Tracking Human Motions', IEEE Transactions on Cybernetics, vol. 44, no. 9, pp. 1646-1660. https://doi.org/10.1109/TCYB.2013.2291497","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7799999713897705,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G1740121722","display_name":"Academic Centre of Excellence in Cyber Security Research - Queen's University Belfast","funder_award_id":"EP/K004379/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G485418197","display_name":"Centre for Secure Information Technologies (CSIT)","funder_award_id":"EP/G034303/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5334834590","display_name":null,"funder_award_id":"EP/H049606/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G5445011987","display_name":null,"funder_award_id":"EP/K004379/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G6475660864","display_name":"Centre for Secure Information Technologies (CSIT)","funder_award_id":"EP/H049606/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7237231652","display_name":"Centre for Secure Information Technologies - Tranche 2 Proposal","funder_award_id":"EP/J006238/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G745166385","display_name":null,"funder_award_id":"EP/G034303/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"},{"id":"https://openalex.org/G7778643072","display_name":null,"funder_award_id":"EP/J006238/1","funder_id":"https://openalex.org/F4320334627","funder_display_name":"Engineering and Physical Sciences Research Council"}],"funders":[{"id":"https://openalex.org/F4320334627","display_name":"Engineering and Physical Sciences Research Council","ror":"https://ror.org/0439y7842"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":85,"referenced_works":["https://openalex.org/W104637654","https://openalex.org/W170732776","https://openalex.org/W1503951939","https://openalex.org/W1526980063","https://openalex.org/W1533614607","https://openalex.org/W1560013842","https://openalex.org/W1587559447","https://openalex.org/W1589844095","https://openalex.org/W1643263348","https://openalex.org/W1803024989","https://openalex.org/W1865572126","https://openalex.org/W1971793436","https://openalex.org/W1975059663","https://openalex.org/W1994499467","https://openalex.org/W2001141328","https://openalex.org/W2006017370","https://openalex.org/W2015245929","https://openalex.org/W2021873527","https://openalex.org/W2030991373","https://openalex.org/W2032893275","https://openalex.org/W2034792058","https://openalex.org/W2035009446","https://openalex.org/W2046883629","https://openalex.org/W2047553094","https://openalex.org/W2048452128","https://openalex.org/W2053186076","https://openalex.org/W2066003542","https://openalex.org/W2076304233","https://openalex.org/W2097412577","https://openalex.org/W2097944344","https://openalex.org/W2098513408","https://openalex.org/W2098813977","https://openalex.org/W2099333815","https://openalex.org/W2099913338","https://openalex.org/W2102630415","https://openalex.org/W2103739376","https://openalex.org/W2107628931","https://openalex.org/W2108025400","https://openalex.org/W2109244124","https://openalex.org/W2115096495","https://openalex.org/W2118502328","https://openalex.org/W2118527389","https://openalex.org/W2133294540","https://openalex.org/W2134155890","https://openalex.org/W2134331998","https://openalex.org/W2144124341","https://openalex.org/W2146634731","https://openalex.org/W2151105625","https://openalex.org/W2151259142","https://openalex.org/W2152386463","https://openalex.org/W2153895406","https://openalex.org/W2156718197","https://openalex.org/W2158164339","https://openalex.org/W2160933580","https://openalex.org/W2161406034","https://openalex.org/W2162457093","https://openalex.org/W2166063021","https://openalex.org/W2166318210","https://openalex.org/W2166815260","https://openalex.org/W2167757589","https://openalex.org/W2169779569","https://openalex.org/W2170936221","https://openalex.org/W2178165583","https://openalex.org/W2293741035","https://openalex.org/W2294392286","https://openalex.org/W3002054658","https://openalex.org/W4244546401","https://openalex.org/W4249218874","https://openalex.org/W4255333169","https://openalex.org/W4313169793","https://openalex.org/W6632023624","https://openalex.org/W6635090938","https://openalex.org/W6636836683","https://openalex.org/W6639226857","https://openalex.org/W6674775138","https://openalex.org/W6675153020","https://openalex.org/W6675555193","https://openalex.org/W6676571245","https://openalex.org/W6677852847","https://openalex.org/W6682755970","https://openalex.org/W6683128514","https://openalex.org/W6684451488","https://openalex.org/W6684785420","https://openalex.org/W6684960870","https://openalex.org/W6773195279"],"related_works":["https://openalex.org/W2383239174","https://openalex.org/W2150711601","https://openalex.org/W2362829263","https://openalex.org/W117517268","https://openalex.org/W2573981081","https://openalex.org/W2380996235","https://openalex.org/W2931531042","https://openalex.org/W2355395139","https://openalex.org/W3159017946","https://openalex.org/W1973666623"],"abstract_inverted_index":{"This":[0,30],"paper":[1,31],"presents":[2],"generalized":[3],"Laplacian":[4],"eigenmaps,":[5],"a":[6,37,50,58,70,86],"novel":[7,38],"dimensionality":[8,52],"reduction":[9,53],"approach":[10],"designed":[11],"to":[12],"address":[13],"stylistic":[14],"variations":[15],"in":[16,44,65,98],"time":[17,66],"series.":[18],"It":[19],"generates":[20],"compact":[21],"and":[22,67,69,80],"coherent":[23,73],"continuous":[24],"spaces":[25],"whose":[26],"geometry":[27],"is":[28],"data-driven.":[29],"also":[32],"introduces":[33],"graph-based":[34],"particle":[35],"filter,":[36],"methodology":[39],"conceived":[40],"for":[41,94],"efficient":[42],"tracking":[43,97],"low":[45],"dimensional":[46],"space":[47],"derived":[48],"from":[49],"spectral":[51],"method.":[54],"Its":[55],"strengths":[56],"are":[57],"propagation":[59],"scheme,":[60],"which":[61,77],"facilitates":[62],"the":[63,75],"prediction":[64],"style,":[68],"noise":[71],"model":[72],"with":[74],"manifold,":[76],"prevents":[78],"divergence,":[79],"increases":[81],"robustness.":[82],"Experiments":[83],"show":[84],"that":[85],"combination":[87],"of":[88],"both":[89],"techniques":[90],"achieves":[91],"state-of-the-art":[92],"performance":[93],"human":[95],"pose":[96],"underconstrained":[99],"scenarios.":[100]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":5},{"year":2015,"cited_by_count":3}],"updated_date":"2026-08-27T14:10:00.468798","created_date":"2025-10-10T00:00:00"}