{"id":"https://openalex.org/W2036300871","doi":"https://doi.org/10.1109/tip.2012.2218824","title":"Spatio-Temporal Auxiliary Particle Filtering With $\\ell_{1}$-Norm-Based Appearance Model Learning for Robust Visual Tracking","display_name":"Spatio-Temporal Auxiliary Particle Filtering With $\\ell_{1}$-Norm-Based Appearance Model Learning for Robust Visual Tracking","publication_year":2012,"publication_date":"2012-09-14","ids":{"openalex":"https://openalex.org/W2036300871","doi":"https://doi.org/10.1109/tip.2012.2218824","mag":"2036300871","pmid":"https://pubmed.ncbi.nlm.nih.gov/22997266"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2012.2218824","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2012.2218824","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","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/A5020848196","display_name":"Du Yong Kim","orcid":"https://orcid.org/0000-0001-6882-2324"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"The University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]},{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["AU","KR"],"is_corresponding":false,"raw_author_name":"Du Yong Kim","raw_affiliation_strings":["School of Information and Communications, Gwangju Institute of Science and Technology, Gwangju 500-712, Korea. duyongkim@gmail.com","Sch. of Electr., Electron., & Comput. Eng., Univ. of Western Australia, Crawley, WA, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communications, Gwangju Institute of Science and Technology, Gwangju 500-712, Korea. duyongkim@gmail.com","institution_ids":["https://openalex.org/I39534123"]},{"raw_affiliation_string":"Sch. of Electr., Electron., & Comput. Eng., Univ. of Western Australia, Crawley, WA, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056743652","display_name":"Moongu Jeon","orcid":"https://orcid.org/0000-0002-2775-7789"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Moongu Jeon","raw_affiliation_strings":["School of Information and Communications, Gwangju Institute of Science and Technology, Gwangju, Korea","Sch. of Inf. & Commun, Gwangju Inst. of Sci. & Technol, Gwangju, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Information and Communications, Gwangju Institute of Science and Technology, Gwangju, Korea","institution_ids":["https://openalex.org/I39534123"]},{"raw_affiliation_string":"Sch. of Inf. & Commun, Gwangju Inst. of Sci. & Technol, Gwangju, South Korea","institution_ids":["https://openalex.org/I39534123"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.6342,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.85319127,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"22","issue":"2","first_page":"511","last_page":"522"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998000264167786,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998000264167786,"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":0.9932000041007996,"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/T10860","display_name":"Speech and Audio Processing","score":0.9865999817848206,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/particle-filter","display_name":"Particle filter","score":0.8135979175567627},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7596078515052795},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7201073169708252},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5919234156608582},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.5792300701141357},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.5615296959877014},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5545185208320618},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.5410500764846802},{"id":"https://openalex.org/keywords/active-appearance-model","display_name":"Active appearance model","score":0.49190592765808105},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36165446043014526},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.3270689845085144},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.20410460233688354},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.11201024055480957}],"concepts":[{"id":"https://openalex.org/C52421305","wikidata":"https://www.wikidata.org/wiki/Q1151499","display_name":"Particle filter","level":3,"score":0.8135979175567627},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7596078515052795},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7201073169708252},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5919234156608582},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.5792300701141357},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.5615296959877014},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5545185208320618},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5410500764846802},{"id":"https://openalex.org/C83248878","wikidata":"https://www.wikidata.org/wiki/Q344000","display_name":"Active appearance model","level":3,"score":0.49190592765808105},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36165446043014526},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.3270689845085144},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.20410460233688354},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.11201024055480957},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1109/tip.2012.2218824","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2012.2218824","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:22997266","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/22997266","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 image processing : a publication of the IEEE Signal Processing Society","raw_type":null},{"id":"pmh:oai:pure.atira.dk:publications/396d5f5e-ee96-4622-8809-706f520140b3","is_oa":false,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/396d5f5e-ee96-4622-8809-706f520140b3","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Kim, D Y & Jeon, M 2013, 'Spatio-temporal auxiliary particle filtering with \u21131-Norm- Based Appearance Model Learning for Robust Visual Tracking', IEEE Transactions on Image Processing, vol. 22, no. 2, pp. 511-522. https://doi.org/10.1109/TIP.2012.2218824","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:alma.61RMIT_INST:11248109490001341","is_oa":false,"landing_page_url":"https://doi.org/10.1109/TIP.2012.2218824","pdf_url":null,"source":{"id":"https://openalex.org/S4306402074","display_name":"RMIT Research Repository (RMIT University Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I82951845","host_organization_name":"RMIT University","host_organization_lineage":["https://openalex.org/I82951845"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"text"},{"id":"pmh:oai:espace.curtin.edu.au:20.500.11937/56045","is_oa":false,"landing_page_url":"http://hdl.handle.net/20.500.11937/56045","pdf_url":null,"source":{"id":"https://openalex.org/S4306401790","display_name":"eSpace (Curtin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205640436","host_organization_name":"Curtin University","host_organization_lineage":["https://openalex.org/I205640436"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W1538712971","https://openalex.org/W1552576688","https://openalex.org/W1608603333","https://openalex.org/W2000326692","https://openalex.org/W2002406878","https://openalex.org/W2009829488","https://openalex.org/W2016309246","https://openalex.org/W2031489346","https://openalex.org/W2082734738","https://openalex.org/W2098854771","https://openalex.org/W2100392605","https://openalex.org/W2110121428","https://openalex.org/W2110744759","https://openalex.org/W2116877472","https://openalex.org/W2118877769","https://openalex.org/W2121158263","https://openalex.org/W2124081409","https://openalex.org/W2129812935","https://openalex.org/W2131598171","https://openalex.org/W2139047213","https://openalex.org/W2143715815","https://openalex.org/W2144124341","https://openalex.org/W2145096794","https://openalex.org/W2145962650","https://openalex.org/W2147533695","https://openalex.org/W2150832435","https://openalex.org/W2161406034","https://openalex.org/W2166869208","https://openalex.org/W2167089254","https://openalex.org/W2963935595","https://openalex.org/W2986028972","https://openalex.org/W4231340930","https://openalex.org/W4244486013","https://openalex.org/W6652791918","https://openalex.org/W6676539569","https://openalex.org/W6677548441","https://openalex.org/W6678791982","https://openalex.org/W6682187105","https://openalex.org/W6684274140"],"related_works":["https://openalex.org/W2613860202","https://openalex.org/W1864898059","https://openalex.org/W1994458110","https://openalex.org/W2100525497","https://openalex.org/W2012200063","https://openalex.org/W2963010494","https://openalex.org/W2132541102","https://openalex.org/W2991803441","https://openalex.org/W191924451","https://openalex.org/W2050022661"],"abstract_inverted_index":{"In":[0,84],"this":[1,163],"paper,":[2],"we":[3],"propose":[4],"an":[5],"efficient":[6,77],"and":[7,18,36,78,131,140,155],"accurate":[8],"visual":[9,26,45,82,110],"tracker":[10,27,147],"equipped":[11,93],"with":[12,94],"a":[13,53,61,86,102],"new":[14,103],"particle":[15,57,68,73],"filtering":[16,58,69,74,139],"algorithm":[17,49],"robust":[19,88,128],"subspace":[20],"learning-based":[21],"appearance":[22,38,104],"model.":[23],"The":[24,47,118,145],"proposed":[25,48,137],"avoids":[28],"drifting":[29],"problems":[30],"caused":[31],"by":[32],"abrupt":[33],"motion":[34],"changes":[35],"severe":[37],"variations":[39],"that":[40,59],"are":[41],"well-known":[42],"difficulties":[43],"in":[44,81,115],"tracking.":[46,83],"is":[50,75,127],"based":[51,122],"on":[52,123],"type":[54],"of":[55,135,143,161],"auxiliary":[56,72],"uses":[60],"spatio-temporal":[62,71,138],"sliding":[63],"window.":[64],"Compared":[65],"to":[66,100],"conventional":[67],"algorithms,":[70],"computationally":[76],"successfully":[79],"implemented":[80],"addition,":[85],"real-time":[87],"principal":[89],"component":[90],"pursuit":[91],"(RRPCP)":[92],"l(1)-norm":[95],"optimization":[96],"has":[97,148],"been":[98,149],"utilized":[99],"obtain":[101],"model":[105],"learning":[106],"block":[107],"for":[108,113],"reliable":[109],"tracking":[111,120],"especially":[112],"occlusions":[114,130],"object":[116],"appearance.":[117],"overall":[119],"framework":[121],"the":[124,136,156,159],"dual":[125],"ideas":[126],"against":[129],"out-of-plane":[132],"motions":[133],"because":[134],"recursive":[141],"form":[142],"RRPCP.":[144],"designed":[146],"evaluated":[150],"using":[151,162],"challenging":[152],"video":[153],"sequences,":[154],"results":[157],"confirm":[158],"advantage":[160],"tracker.":[164]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2016-06-24T00:00:00"}
