{"id":"https://openalex.org/W2158497414","doi":"https://doi.org/10.1109/amfg.2003.1240828","title":"Sequential Monte Carlo tracking of body parameters in a sub-space","display_name":"Sequential Monte Carlo tracking of body parameters in a sub-space","publication_year":2004,"publication_date":"2004-04-23","ids":{"openalex":"https://openalex.org/W2158497414","doi":"https://doi.org/10.1109/amfg.2003.1240828","mag":"2158497414"},"language":"en","primary_location":{"id":"doi:10.1109/amfg.2003.1240828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/amfg.2003.1240828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 IEEE International SOI Conference. Proceedings (Cat. No.03CH37443)","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/A5022176859","display_name":"Thomas B. Moeslund","orcid":"https://orcid.org/0000-0001-7584-5209"},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":true,"raw_author_name":"T.B. Moeslund","raw_affiliation_strings":["Laboratory of Computer Vision and Media Technology, University of Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Laboratory of Computer Vision and Media Technology, University of Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028026306","display_name":"Erik Granum","orcid":null},"institutions":[{"id":"https://openalex.org/I891191580","display_name":"Aalborg University","ror":"https://ror.org/04m5j1k67","country_code":"DK","type":"education","lineage":["https://openalex.org/I891191580"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"E. Granum","raw_affiliation_strings":["Laboratory of Computer Vision and Media Technology, University of Aalborg, Denmark"],"affiliations":[{"raw_affiliation_string":"Laboratory of Computer Vision and Media Technology, University of Aalborg, Denmark","institution_ids":["https://openalex.org/I891191580"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5022176859"],"corresponding_institution_ids":["https://openalex.org/I891191580"],"apc_list":null,"apc_paid":null,"fwci":1.3637,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.81431742,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"84","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10719","display_name":"3D Shape Modeling and Analysis","score":0.9912999868392944,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10638","display_name":"Optical measurement and interference techniques","score":0.9718000292778015,"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/T10531","display_name":"Advanced Vision and Imaging","score":0.9696000218391418,"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/monte-carlo-method","display_name":"Monte Carlo method","score":0.7485979199409485},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.6948697566986084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6448744535446167},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5644443035125732},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5510827898979187},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5055696964263916},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5038062930107117},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5030099749565125},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.49214690923690796},{"id":"https://openalex.org/keywords/maximum-a-posteriori-estimation","display_name":"Maximum a posteriori estimation","score":0.47859618067741394},{"id":"https://openalex.org/keywords/position","display_name":"Position (finance)","score":0.43494266271591187},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42210376262664795},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3936923146247864},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25912344455718994},{"id":"https://openalex.org/keywords/maximum-likelihood","display_name":"Maximum likelihood","score":0.0981082022190094},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.06587973237037659}],"concepts":[{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.7485979199409485},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.6948697566986084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6448744535446167},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5644443035125732},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5510827898979187},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5055696964263916},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5038062930107117},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5030099749565125},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.49214690923690796},{"id":"https://openalex.org/C9810830","wikidata":"https://www.wikidata.org/wiki/Q635384","display_name":"Maximum a posteriori estimation","level":3,"score":0.47859618067741394},{"id":"https://openalex.org/C198082294","wikidata":"https://www.wikidata.org/wiki/Q3399648","display_name":"Position (finance)","level":2,"score":0.43494266271591187},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42210376262664795},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3936923146247864},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25912344455718994},{"id":"https://openalex.org/C49781872","wikidata":"https://www.wikidata.org/wiki/Q1045555","display_name":"Maximum likelihood","level":2,"score":0.0981082022190094},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.06587973237037659},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/amfg.2003.1240828","is_oa":false,"landing_page_url":"https://doi.org/10.1109/amfg.2003.1240828","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2003 IEEE International SOI Conference. Proceedings (Cat. No.03CH37443)","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.1.8516","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.1.8516","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cvmt.dk/%7Etbm/Publications/amfg-03.pdf","raw_type":"text"},{"id":"pmh:oai:pure.atira.dk:publications/1bc866c0-0046-11da-b4d5-000ea68e967b","is_oa":false,"landing_page_url":"https://vbn.aau.dk/da/publications/1bc866c0-0046-11da-b4d5-000ea68e967b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401731","display_name":"VBN Forskningsportal (Aalborg Universitet)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I891191580","host_organization_name":"Aalborg University","host_organization_lineage":["https://openalex.org/I891191580"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Moeslund, T B & Granum, E 2003, Sequential Monte Carlo tracking of body parameters in a sub-space. in IEEE International Workshop on Analysis and Modeling of Faces and Gestures, AMFG 2003, 17 October 2003, Nice, France. IEEE Computer Society Press, pp. 84-91.","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1483307070","https://openalex.org/W1533614607","https://openalex.org/W1552529795","https://openalex.org/W1597050714","https://openalex.org/W2025753535","https://openalex.org/W2060004338","https://openalex.org/W2090110089","https://openalex.org/W2099913338","https://openalex.org/W2104020497","https://openalex.org/W2112000778","https://openalex.org/W2114576428","https://openalex.org/W2115111405","https://openalex.org/W2116995589","https://openalex.org/W2118025528","https://openalex.org/W2136877925","https://openalex.org/W2143073828","https://openalex.org/W2161406034","https://openalex.org/W4285719527","https://openalex.org/W6675153020","https://openalex.org/W6677308754","https://openalex.org/W6680006683","https://openalex.org/W6681061655"],"related_works":["https://openalex.org/W1980381208","https://openalex.org/W4296209631","https://openalex.org/W2364594919","https://openalex.org/W2167092671","https://openalex.org/W1861706286","https://openalex.org/W3024740485","https://openalex.org/W3125756894","https://openalex.org/W2150865841","https://openalex.org/W2138865713","https://openalex.org/W2169353922"],"abstract_inverted_index":{"In":[0],"recent":[1],"years":[2],"sequential":[3],"Monte":[4],"Carlo":[5],"(SMC)":[6],"methods":[7],"have":[8],"been":[9],"applied":[10],"to":[11,18,43,47,65,70,112],"handle":[12],"some":[13],"of":[14,30,35,51,91],"the":[15,28,32,36,49,59,72,89,92,95,114,120,123,136],"problems":[16],"inherent":[17],"model-based":[19],"tracking.":[20],"Two":[21],"issues":[22],"regarding":[23],"SMC":[24],"are":[25,126,132],"investigated":[26],"in":[27,94],"context":[29],"estimating":[31],"3D":[33],"pose":[34,50],"human":[37,53],"arm.":[38],"Firstly,":[39],"we":[40,62],"investigate":[41,63],"how":[42,64],"apply":[44,66],"a":[45,52,67,74,84,104,109],"subspace":[46,121],"representing":[48],"arm":[54],"more":[55],"efficiently,":[56],"i.e.,":[57],"reducing":[58],"dimensionality.":[60],"Secondly,":[61],"local":[68],"method":[69,105],"estimated":[71],"maximum":[73],"posteriori":[75],"(MAP).":[76],"The":[77,97],"former":[78],"issue":[79,99],"is":[80,100],"based":[81,106],"on":[82,107],"combining":[83],"screw":[85],"axis":[86],"representation":[87],"with":[88],"position":[90],"hand":[93],"image.":[96],"latter":[98],"handled":[101],"by":[102],"applying":[103],"maximising":[108],"proximity":[110,124],"function,":[111],"estimate":[113],"MAP.":[115],"We":[116],"find":[117],"that":[118,130],"both":[119],"and":[122,129],"function":[125],"sound":[127],"strategies":[128],"they":[131],"an":[133],"improvement":[134],"over":[135],"current":[137],"SMC-methods.":[138]},"counts_by_year":[{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
