{"id":"https://openalex.org/W2122942628","doi":"https://doi.org/10.1109/afgr.2008.4813414","title":"Using an adaptive VAR Model for motion prediction in 3D hand tracking","display_name":"Using an adaptive VAR Model for motion prediction in 3D hand tracking","publication_year":2008,"publication_date":"2008-09-01","ids":{"openalex":"https://openalex.org/W2122942628","doi":"https://doi.org/10.1109/afgr.2008.4813414","mag":"2122942628"},"language":"en","primary_location":{"id":"doi:10.1109/afgr.2008.4813414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/afgr.2008.4813414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 8th IEEE International Conference on Automatic Face & Gesture Recognition","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/A5037707949","display_name":"Desmond Chik","orcid":null},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]},{"id":"https://openalex.org/I42894916","display_name":"Data61","ror":"https://ror.org/03q397159","country_code":"AU","type":"other","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I42894916","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Desmond Chik","raw_affiliation_strings":["Statistical Machine Learning, NICTA, RSISE-Australian National University, Australia","Stat. Machine Learning, Australian Nat. Univ., Acton, ACT"],"affiliations":[{"raw_affiliation_string":"Statistical Machine Learning, NICTA, RSISE-Australian National University, Australia","institution_ids":["https://openalex.org/I42894916","https://openalex.org/I118347636"]},{"raw_affiliation_string":"Stat. Machine Learning, Australian Nat. Univ., Acton, ACT","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027588522","display_name":"Jochen Trumpf","orcid":"https://orcid.org/0000-0002-5881-1063"},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Jochen Trumpf","raw_affiliation_strings":["RSISE-Australian National University, Australia","RSISE, Australian Nat. Univ., Acton, ACT"],"affiliations":[{"raw_affiliation_string":"RSISE-Australian National University, Australia","institution_ids":["https://openalex.org/I118347636"]},{"raw_affiliation_string":"RSISE, Australian Nat. Univ., Acton, ACT","institution_ids":["https://openalex.org/I118347636"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020757240","display_name":"Nicol N. Schraudolph","orcid":null},"institutions":[{"id":"https://openalex.org/I118347636","display_name":"Australian National University","ror":"https://ror.org/019wvm592","country_code":"AU","type":"education","lineage":["https://openalex.org/I118347636"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Nicol N. Schraudolph","raw_affiliation_strings":["Australian National University, Canberra, Australia"],"affiliations":[{"raw_affiliation_string":"Australian National University, Canberra, Australia","institution_ids":["https://openalex.org/I118347636"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5037707949"],"corresponding_institution_ids":["https://openalex.org/I118347636","https://openalex.org/I42894916"],"apc_list":null,"apc_paid":null,"fwci":0.7094,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.74797829,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9986000061035156,"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"}},"topics":[{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","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/T12290","display_name":"Human Motion and Animation","score":0.9983999729156494,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9919000267982483,"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/autoregressive-model","display_name":"Autoregressive model","score":0.6755192279815674},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.657520592212677},{"id":"https://openalex.org/keywords/kinematics","display_name":"Kinematics","score":0.6439454555511475},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.6322726011276245},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6199953556060791},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.6036033034324646},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5696333646774292},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.4608587324619293},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.23327964544296265}],"concepts":[{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.6755192279815674},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.657520592212677},{"id":"https://openalex.org/C39920418","wikidata":"https://www.wikidata.org/wiki/Q11476","display_name":"Kinematics","level":2,"score":0.6439454555511475},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.6322726011276245},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6199953556060791},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.6036033034324646},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5696333646774292},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.4608587324619293},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.23327964544296265},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"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/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"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/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/afgr.2008.4813414","is_oa":false,"landing_page_url":"https://doi.org/10.1109/afgr.2008.4813414","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 8th IEEE International Conference on Automatic Face & Gesture Recognition","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.421.663","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.421.663","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://cnl.salk.edu/~schraudo/pubs/ChiTruSch08.pdf","raw_type":"text"},{"id":"pmh:oai:openresearch-repository.anu.edu.au:1885/26175","is_oa":false,"landing_page_url":"http://hdl.handle.net/1885/26175","pdf_url":null,"source":{"id":"https://openalex.org/S4306402539","display_name":"ANU Open Research (Australian National University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I118347636","host_organization_name":"Australian National University","host_organization_lineage":["https://openalex.org/I118347636"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Proceedings of International Conference on Automatic Face and Gesture Recognition 2008","raw_type":"Conference paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320315885","display_name":"Australian Government","ror":"https://ror.org/0314h5y94"},{"id":"https://openalex.org/F4320334704","display_name":"Australian Research Council","ror":"https://ror.org/05mmh0f86"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1829579688","https://openalex.org/W2008556756","https://openalex.org/W2099913338","https://openalex.org/W2100428290","https://openalex.org/W2118028373","https://openalex.org/W2119675924","https://openalex.org/W2129142203","https://openalex.org/W2135211082","https://openalex.org/W2135902042","https://openalex.org/W2148833817","https://openalex.org/W2153746365","https://openalex.org/W2155459972","https://openalex.org/W2169536193","https://openalex.org/W2197021089","https://openalex.org/W2798056406","https://openalex.org/W2947626232","https://openalex.org/W4245169559","https://openalex.org/W6675153020"],"related_works":["https://openalex.org/W2789522126","https://openalex.org/W2066693961","https://openalex.org/W2368363778","https://openalex.org/W122584421","https://openalex.org/W4244295168","https://openalex.org/W2753351751","https://openalex.org/W2171218219","https://openalex.org/W3185180338","https://openalex.org/W2889348933","https://openalex.org/W2351643838"],"abstract_inverted_index":{"A":[0],"robust":[1,85,95],"VAR-based":[2],"(vector":[3],"autoregressive)":[4],"model":[5,19,55,88,97],"is":[6,20,32,89],"introduced":[7],"for":[8,34,42],"motion":[9,18,53,87],"prediction":[10,54],"in":[11,22,35,80],"3D":[12],"hand":[13,31,105],"tracking.":[14],"This":[15],"dynamic":[16],"VAR":[17,47,86,96],"learned":[21],"an":[23],"online":[24],"manner.":[25],"The":[26],"kinematic":[27],"structure":[28],"of":[29,38,45,66],"the":[30,36,43,46,52,64,84,94,99],"accounted":[33],"form":[37],"constraints":[39],"when":[40,83],"solving":[41],"parameters":[44],"model.":[48],"Also":[49],"integrated":[50],"into":[51],"are":[56,60],"adaptive":[57],"weights":[58],"that":[59],"optimised":[61],"according":[62],"to":[63,101],"reliability":[65],"past":[67],"predictions.":[68],"Experiments":[69],"on":[70],"synthetic":[71],"and":[72],"real":[73],"video":[74],"sequences":[75],"show":[76],"a":[77],"substantial":[78],"improvement":[79],"tracking":[81],"performance":[82],"used.":[90],"In":[91],"fact,":[92],"utilising":[93],"allows":[98],"tracker":[100],"handle":[102],"fast":[103],"out-of-plane":[104],"movement":[106],"with":[107],"severe":[108],"self-occlusion.":[109]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}