{"id":"https://openalex.org/W2920748649","doi":"https://doi.org/10.1109/tcsvt.2019.2902883","title":"Unifying Temporal Context and Multi-Feature With Update-Pacing Framework for Visual Tracking","display_name":"Unifying Temporal Context and Multi-Feature With Update-Pacing Framework for Visual Tracking","publication_year":2019,"publication_date":"2019-03-05","ids":{"openalex":"https://openalex.org/W2920748649","doi":"https://doi.org/10.1109/tcsvt.2019.2902883","mag":"2920748649"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2019.2902883","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2019.2902883","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5006224825","display_name":"Yuefang Gao","orcid":"https://orcid.org/0000-0003-4794-9961"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuefang Gao","raw_affiliation_strings":["College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4794-9961","affiliations":[{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036959117","display_name":"Zexi Hu","orcid":"https://orcid.org/0000-0003-4947-4832"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zexi Hu","raw_affiliation_strings":["School of Computer Science, The University of Sydney, Sydney, Australia"],"raw_orcid":"https://orcid.org/0000-0003-4947-4832","affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089713015","display_name":"Henry Wing Fung Yeung","orcid":"https://orcid.org/0000-0002-9745-8530"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Henry Wing Fung Yeung","raw_affiliation_strings":["School of Computer Science, The University of Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045843249","display_name":"Yuk Ying Chung","orcid":"https://orcid.org/0000-0002-3158-9650"},"institutions":[{"id":"https://openalex.org/I129604602","display_name":"The University of Sydney","ror":"https://ror.org/0384j8v12","country_code":"AU","type":"education","lineage":["https://openalex.org/I129604602"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yuk Ying Chung","raw_affiliation_strings":["School of Computer Science, The University of Sydney, Sydney, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, The University of Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I129604602"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102024639","display_name":"Xu-hong Tian","orcid":"https://orcid.org/0000-0002-2634-1765"},"institutions":[{"id":"https://openalex.org/I101479585","display_name":"South China Agricultural University","ror":"https://ror.org/05v9jqt67","country_code":"CN","type":"education","lineage":["https://openalex.org/I101479585"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuhong Tian","raw_affiliation_strings":["College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Mathematics and Informatics, South China Agricultural University, Guangzhou, China","institution_ids":["https://openalex.org/I101479585"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100412937","display_name":"Liang Lin","orcid":"https://orcid.org/0000-0003-2248-3755"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Lin","raw_affiliation_strings":["School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-2248-3755","affiliations":[{"raw_affiliation_string":"School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8135,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.76538019,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"30","issue":"4","first_page":"1078","last_page":"1091"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","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/T10331","display_name":"Video Surveillance and Tracking Methods","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/T10812","display_name":"Human Pose and Action Recognition","score":0.9781000018119812,"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/T11448","display_name":"Face recognition and analysis","score":0.9217000007629395,"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/robustness","display_name":"Robustness (evolution)","score":0.808732271194458},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7742486596107483},{"id":"https://openalex.org/keywords/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.7495996952056885},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7100117206573486},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.6919736266136169},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.535286545753479},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.5328258872032166},{"id":"https://openalex.org/keywords/trajectory","display_name":"Trajectory","score":0.49985575675964355},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4811595678329468},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.4757656455039978},{"id":"https://openalex.org/keywords/active-appearance-model","display_name":"Active appearance model","score":0.4423624277114868},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.42344850301742554},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32497116923332214},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.14817330241203308},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.08956846594810486}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.808732271194458},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7742486596107483},{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.7495996952056885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7100117206573486},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.6919736266136169},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.535286545753479},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5328258872032166},{"id":"https://openalex.org/C13662910","wikidata":"https://www.wikidata.org/wiki/Q193139","display_name":"Trajectory","level":2,"score":0.49985575675964355},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4811595678329468},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.4757656455039978},{"id":"https://openalex.org/C83248878","wikidata":"https://www.wikidata.org/wiki/Q344000","display_name":"Active appearance model","level":3,"score":0.4423624277114868},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.42344850301742554},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32497116923332214},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.14817330241203308},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.08956846594810486},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C1276947","wikidata":"https://www.wikidata.org/wiki/Q333","display_name":"Astronomy","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2019.2902883","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2019.2902883","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7400000095367432,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G1481439297","display_name":null,"funder_award_id":"61702196","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6455808561","display_name":null,"funder_award_id":"2017A020208041","funder_id":"https://openalex.org/F4320335795","funder_display_name":"Science and Technology Planning Project of Guangdong Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335795","display_name":"Science and Technology Planning Project of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W134197611","https://openalex.org/W170496991","https://openalex.org/W182940129","https://openalex.org/W1674866864","https://openalex.org/W1857884451","https://openalex.org/W1904671147","https://openalex.org/W1915599933","https://openalex.org/W1955514522","https://openalex.org/W1955720507","https://openalex.org/W1964846093","https://openalex.org/W1989196237","https://openalex.org/W1997121481","https://openalex.org/W2016309246","https://openalex.org/W2050802469","https://openalex.org/W2071984725","https://openalex.org/W2089961441","https://openalex.org/W2096088939","https://openalex.org/W2102304169","https://openalex.org/W2105403175","https://openalex.org/W2109579504","https://openalex.org/W2118345389","https://openalex.org/W2124211486","https://openalex.org/W2126302311","https://openalex.org/W2135478857","https://openalex.org/W2139047213","https://openalex.org/W2154889144","https://openalex.org/W2158592639","https://openalex.org/W2165037244","https://openalex.org/W2211807644","https://openalex.org/W2214012879","https://openalex.org/W2214352687","https://openalex.org/W2248871165","https://openalex.org/W2264178313","https://openalex.org/W2280226538","https://openalex.org/W2293873019","https://openalex.org/W2317058546","https://openalex.org/W2343187456","https://openalex.org/W2344484090","https://openalex.org/W2344618455","https://openalex.org/W2344989787","https://openalex.org/W2408241409","https://openalex.org/W2470648425","https://openalex.org/W2474516676","https://openalex.org/W2514641898","https://openalex.org/W2518013266","https://openalex.org/W2518570289","https://openalex.org/W2523773377","https://openalex.org/W2556108308","https://openalex.org/W2557641257","https://openalex.org/W2564671313","https://openalex.org/W2577056945","https://openalex.org/W2604793351","https://openalex.org/W2613723468","https://openalex.org/W2740685955","https://openalex.org/W2962822995","https://openalex.org/W2962824803","https://openalex.org/W2963099472","https://openalex.org/W2963123052","https://openalex.org/W2964099559","https://openalex.org/W2964111344","https://openalex.org/W3037794617","https://openalex.org/W6641058392","https://openalex.org/W6675521158","https://openalex.org/W6680247248","https://openalex.org/W6726349142","https://openalex.org/W6735869675"],"related_works":["https://openalex.org/W187963228","https://openalex.org/W2099370358","https://openalex.org/W1904671147","https://openalex.org/W3100541543","https://openalex.org/W2036982747","https://openalex.org/W2757507228","https://openalex.org/W4315474202","https://openalex.org/W3014502320","https://openalex.org/W2583890343","https://openalex.org/W2396101943"],"abstract_inverted_index":{"Model":[0],"drifting":[1,41,66],"is":[2,99,177],"one":[3],"of":[4,13,28,64,78,81,96,156,169,187,211],"the":[5,11,26,29,44,49,62,71,84,92,101,109,114,117,121,124,132,137,147,152,167,170,185,188,202,207,212,229],"knotty":[6],"problems":[7],"that":[8,201],"seriously":[9],"restricts":[10],"accuracy":[12,208],"discriminative":[14],"trackers":[15],"in":[16,67,86],"visual":[17,68],"tracking.":[18,69,139],"Most":[19],"existing":[20],"works":[21],"usually":[22],"focus":[23],"on":[24,144,195],"improving":[25],"robustness":[27,210],"target":[30],"appearance":[31],"model.":[32],"However,":[33],"they":[34],"are":[35],"prone":[36],"to":[37,43,60,112,159,180],"suffer":[38],"from":[39],"model":[40,46,65,85,111],"due":[42],"inappropriate":[45],"updates":[47,83],"during":[48],"tracking-by-detection.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54],"propose":[55],"a":[56,87,173],"novel":[57],"update-pacing":[58],"framework":[59,73,148,176,204],"suppress":[61],"occurrence":[63],"Specifically,":[70],"proposed":[72,171,179,203],"first":[74],"initializes":[75],"an":[76],"ensemble":[77,186],"trackers,":[79,215],"each":[80,97],"which":[82],"different":[88],"update":[89],"interval.":[90],"Once":[91],"forward":[93,118],"tracking":[94,198],"trajectory":[95,103,145],"tracker":[98,122,135],"determined,":[100],"backward":[102],"will":[104,128],"also":[105,178],"be":[106,129],"generated":[107],"by":[108],"current":[110],"measure":[113],"difference":[115],"with":[116,123,228],"one,":[119],"and":[120,209,221,223],"smallest":[125],"deviation":[126],"score":[127],"selected":[130],"as":[131,217],"most":[133],"robust":[134],"for":[136],"remaining":[138],"By":[140],"performing":[141],"such":[142,216],"self-examination":[143],"pairs,":[146],"can":[149],"effectively":[150],"preserve":[151],"temporal":[153],"context":[154],"consistency":[155],"sequential":[157],"frames":[158],"avoid":[160],"learning":[161],"corrupted":[162],"information.":[163],"To":[164],"further":[165],"improve":[166],"performance":[168,226],"method,":[172],"multi-feature":[174],"extension":[175],"incorporate":[181],"multiple":[182],"features":[183],"into":[184],"trackers.":[189],"The":[190],"extensive":[191],"experimental":[192],"results":[193],"obtained":[194],"large-scale":[196],"object":[197],"benchmarks":[199],"demonstrate":[200],"significantly":[205],"increases":[206],"underlying":[213],"base":[214],"DSST,":[218],"Struck,":[219],"KCF,":[220],"CT,":[222],"achieves":[224],"superior":[225],"compared":[227],"state-of-the-art":[230],"methods":[231],"without":[232],"using":[233],"deep":[234],"models.":[235]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
