{"id":"https://openalex.org/W2748577263","doi":"https://doi.org/10.1109/tim.2017.2729378","title":"Object Tracking Using Multiple Features and Adaptive Model Updating","display_name":"Object Tracking Using Multiple Features and Adaptive Model Updating","publication_year":2017,"publication_date":"2017-08-17","ids":{"openalex":"https://openalex.org/W2748577263","doi":"https://doi.org/10.1109/tim.2017.2729378","mag":"2748577263"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2017.2729378","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2017.2729378","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5036921959","display_name":"Qingyong Hu","orcid":"https://orcid.org/0000-0003-0337-9207"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingyong Hu","raw_affiliation_strings":["College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032533885","display_name":"Yulan Guo","orcid":"https://orcid.org/0000-0001-7051-841X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210090176","display_name":"Institute of Computing Technology","ror":"https://ror.org/0090r4d87","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yulan Guo","raw_affiliation_strings":["Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China","College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-7051-841X","affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210090176"]},{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068849800","display_name":"Zaiping Lin","orcid":"https://orcid.org/0000-0002-1463-5838"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zaiping Lin","raw_affiliation_strings":["College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032382317","display_name":"Wei An","orcid":"https://orcid.org/0000-0001-8319-2105"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei An","raw_affiliation_strings":["College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030728307","display_name":"Hongwei Cheng","orcid":"https://orcid.org/0000-0003-1403-6752"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongwei Cheng","raw_affiliation_strings":["College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Engineering, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0775,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.83051362,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"66","issue":"11","first_page":"2882","last_page":"2897"},"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/T10531","display_name":"Advanced Vision and Imaging","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/T11133","display_name":"UAV Applications and Optimization","score":0.9713000059127808,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7944374680519104},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7162966728210449},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.7107845544815063},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7043633460998535},{"id":"https://openalex.org/keywords/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.6895371675491333},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.684968888759613},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.5071101188659668},{"id":"https://openalex.org/keywords/tracking-system","display_name":"Tracking system","score":0.43742355704307556},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.3304674029350281},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.316093772649765},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.18053361773490906}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7944374680519104},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7162966728210449},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.7107845544815063},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7043633460998535},{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.6895371675491333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.684968888759613},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5071101188659668},{"id":"https://openalex.org/C154586513","wikidata":"https://www.wikidata.org/wiki/Q4420972","display_name":"Tracking system","level":3,"score":0.43742355704307556},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.3304674029350281},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.316093772649765},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.18053361773490906},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","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/tim.2017.2729378","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2017.2729378","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.44999998807907104}],"awards":[{"id":"https://openalex.org/G3172734928","display_name":null,"funder_award_id":"BX201600172","funder_id":"https://openalex.org/F4320335768","funder_display_name":"National Postdoctoral Program for Innovative Talents"},{"id":"https://openalex.org/G3634394074","display_name":null,"funder_award_id":"61471371","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5111366145","display_name":null,"funder_award_id":"61602499","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335768","display_name":"National Postdoctoral Program for Innovative Talents","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W134197611","https://openalex.org/W182940129","https://openalex.org/W818325216","https://openalex.org/W1674866864","https://openalex.org/W1900239115","https://openalex.org/W1915599933","https://openalex.org/W1915785815","https://openalex.org/W1955514522","https://openalex.org/W1955741794","https://openalex.org/W1964846093","https://openalex.org/W1997121481","https://openalex.org/W2037495825","https://openalex.org/W2044986361","https://openalex.org/W2066477856","https://openalex.org/W2074143295","https://openalex.org/W2089961441","https://openalex.org/W2098941887","https://openalex.org/W2111181969","https://openalex.org/W2115700099","https://openalex.org/W2121193292","https://openalex.org/W2124211486","https://openalex.org/W2130026429","https://openalex.org/W2139047213","https://openalex.org/W2149829493","https://openalex.org/W2154889144","https://openalex.org/W2158592639","https://openalex.org/W2162349892","https://openalex.org/W2164598857","https://openalex.org/W2186330282","https://openalex.org/W2214352687","https://openalex.org/W2238128272","https://openalex.org/W2273403121","https://openalex.org/W2469175529","https://openalex.org/W2518876086","https://openalex.org/W2519602334","https://openalex.org/W2520477759","https://openalex.org/W2562858040","https://openalex.org/W2567305319","https://openalex.org/W2606318548","https://openalex.org/W2612548962","https://openalex.org/W2962864296","https://openalex.org/W3102624093","https://openalex.org/W3125612102","https://openalex.org/W6607635097","https://openalex.org/W6623108133","https://openalex.org/W6649598916","https://openalex.org/W6666888491","https://openalex.org/W6679027886","https://openalex.org/W6737676897"],"related_works":["https://openalex.org/W4384788979","https://openalex.org/W2511178891","https://openalex.org/W178060743","https://openalex.org/W2909390414","https://openalex.org/W2126676984","https://openalex.org/W2954509079","https://openalex.org/W3104472694","https://openalex.org/W2141888607","https://openalex.org/W2753886513","https://openalex.org/W2806679586"],"abstract_inverted_index":{"Correlation":[0],"filter-based":[1],"tracking":[2,83,123,130,147],"methods":[3,174],"have":[4,112],"been":[5,113],"intensively":[6],"investigated":[7],"for":[8,91,162],"their":[9],"high":[10],"efficiency":[11],"and":[12,29,45,72,101,127,133,150,158,184],"robustness.":[13],"However,":[14],"a":[15,33,52,59,88,97],"single":[16],"feature-based":[17],"tracker":[18,47,140],"cannot":[19],"adapt":[20],"to":[21,42,63,78,95],"challenging":[22],"situations,":[23],"such":[24,165],"as":[25,152,166],"severe":[26],"deformation,":[27,181],"rotation,":[28,183],"illumination":[30],"variations.":[31],"Besides,":[32,85],"simple":[34],"linear":[35],"interpolation-based":[36],"model":[37,43,93],"updating":[38],"mechanism":[39],"is":[40,56,107,159],"prone":[41],"degradation,":[44],"consequently":[46],"drifting.":[48],"In":[49],"this":[50],"paper,":[51],"2-D":[53],"location":[54],"filter":[55,62],"combined":[57],"with":[58,154],"1-D":[60],"scale":[61,179],"jointly":[64],"estimate":[65],"the":[66,81,105,121,128,172],"state":[67],"of":[68,146],"object":[69,106,122],"under":[70,108,175],"tracking,":[71],"three":[73],"complementary":[74],"features":[75],"are":[76],"integrated":[77],"further":[79],"enhance":[80],"overall":[82],"performance.":[84],"we":[86],"define":[87],"penalty":[89],"factor":[90],"adaptive":[92],"updating,":[94],"achieve":[96],"balance":[98],"between":[99],"stability":[100],"flexibility,":[102],"especially":[103],"when":[104],"occlusion.":[109],"Extensive":[110],"experiments":[111],"conducted":[114],"on":[115],"four":[116],"large-scale":[117],"data":[118],"sets,":[119],"namely,":[120],"benchmark,":[124],"VOT15,":[125],"Temple-Color128,":[126],"UAV123":[129],"benchmark.":[131],"Quantitative":[132],"qualitative":[134],"results":[135,143],"show":[136],"that":[137],"our":[138],"proposed":[139],"achieves":[141],"promising":[142],"in":[144],"terms":[145],"accuracy,":[148],"robustness,":[149],"speed":[151],"compared":[153],"other":[155],"popular":[156],"trackers,":[157],"highly":[160],"suitable":[161],"real-time":[163],"applications,":[164],"unmanned":[167],"aerial":[168],"vehicles.":[169],"It":[170],"outperforms":[171],"state-of-the-art":[173],"different":[176],"nuisances,":[177],"including":[178],"variation,":[180],"occlusion,":[182],"out-of-view.":[185]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":3}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
