{"id":"https://openalex.org/W4394862839","doi":"https://doi.org/10.1109/tcsvt.2024.3390054","title":"LGTrack: Exploiting Local and Global Properties for Robust Visual Tracking","display_name":"LGTrack: Exploiting Local and Global Properties for Robust Visual Tracking","publication_year":2024,"publication_date":"2024-04-16","ids":{"openalex":"https://openalex.org/W4394862839","doi":"https://doi.org/10.1109/tcsvt.2024.3390054"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3390054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3390054","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/A5037117144","display_name":"Chang Liu","orcid":"https://orcid.org/0000-0003-0580-7017"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Chang Liu","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083390005","display_name":"Jie Zhao","orcid":"https://orcid.org/0000-0002-3924-5537"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie Zhao","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046626699","display_name":"Chunjuan Bo","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunjuan Bo","raw_affiliation_strings":["Ningbo Institute, Dalian University of Technology, Ningbo, China"],"affiliations":[{"raw_affiliation_string":"Ningbo Institute, Dalian University of Technology, Ningbo, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086172734","display_name":"Shengming Li","orcid":"https://orcid.org/0009-0009-6834-1083"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shengming Li","raw_affiliation_strings":["School of Innovation and Entrepreneurship, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Innovation and Entrepreneurship, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100391493","display_name":"Dong Wang","orcid":"https://orcid.org/0000-0002-6976-4004"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dong Wang","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006986293","display_name":"Huchuan Lu","orcid":"https://orcid.org/0000-0002-6668-9758"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huchuan Lu","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5037117144"],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":0.9971,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.75442781,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"34","issue":"9","first_page":"8161","last_page":"8171"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9940999746322632,"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":0.9940999746322632,"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9205999970436096,"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/T11019","display_name":"Image Enhancement Techniques","score":0.907800018787384,"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/computer-science","display_name":"Computer science","score":0.6174597144126892},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5806811451911926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5084630250930786},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4500008225440979}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6174597144126892},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5806811451911926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5084630250930786},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4500008225440979},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"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/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.2024.3390054","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3390054","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":[],"awards":[{"id":"https://openalex.org/G3450416635","display_name":null,"funder_award_id":"62206040","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4661225503","display_name":null,"funder_award_id":"XLYC2203014","funder_id":"https://openalex.org/F4320323086","funder_display_name":"Natural Science Foundation of Liaoning Province"},{"id":"https://openalex.org/G6227050068","display_name":null,"funder_award_id":"U23A20384","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G843118592","display_name":null,"funder_award_id":"62176041","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/F4320323086","display_name":"Natural Science Foundation of Liaoning Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":60,"referenced_works":["https://openalex.org/W1857884451","https://openalex.org/W1861492603","https://openalex.org/W2124211486","https://openalex.org/W2194775991","https://openalex.org/W2470394683","https://openalex.org/W2518876086","https://openalex.org/W2557641257","https://openalex.org/W2786167419","https://openalex.org/W2794744029","https://openalex.org/W2891033863","https://openalex.org/W2898200825","https://openalex.org/W2962825948","https://openalex.org/W2962995953","https://openalex.org/W2963534981","https://openalex.org/W2985509612","https://openalex.org/W2997896013","https://openalex.org/W2998239667","https://openalex.org/W3001584168","https://openalex.org/W3035453691","https://openalex.org/W3035672751","https://openalex.org/W3035725297","https://openalex.org/W3090155371","https://openalex.org/W3096609285","https://openalex.org/W3099185197","https://openalex.org/W3107537270","https://openalex.org/W3109466111","https://openalex.org/W3126985139","https://openalex.org/W3127756064","https://openalex.org/W3167536469","https://openalex.org/W3174812960","https://openalex.org/W3176161017","https://openalex.org/W3184430082","https://openalex.org/W3204540098","https://openalex.org/W3209993199","https://openalex.org/W3214586131","https://openalex.org/W4214759957","https://openalex.org/W4226077544","https://openalex.org/W4285600988","https://openalex.org/W4302287661","https://openalex.org/W4312255167","https://openalex.org/W4312323989","https://openalex.org/W4312516520","https://openalex.org/W4312567319","https://openalex.org/W4312651496","https://openalex.org/W4312668764","https://openalex.org/W4312734171","https://openalex.org/W4312751983","https://openalex.org/W4312805142","https://openalex.org/W4313036965","https://openalex.org/W4313156423","https://openalex.org/W4322576880","https://openalex.org/W4367721753","https://openalex.org/W4376133601","https://openalex.org/W4376607934","https://openalex.org/W4382119472","https://openalex.org/W4385245566","https://openalex.org/W6684191040","https://openalex.org/W6769490326","https://openalex.org/W6805147364","https://openalex.org/W6849641342"],"related_works":["https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2772917594","https://openalex.org/W2775347418","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Re-detection":[0],"is":[1,91,130,153],"a":[2,17,37,55,83,118,147],"necessary":[3],"capability":[4],"for":[5],"long-term":[6,75,175],"tracking.":[7],"Target":[8],"candidate":[9,97],"proposals":[10,98,115],"in":[11,54,68,144,195],"the":[12,43,65,96,123,127,162,186,197],"whole":[13],"image":[14,67],"can":[15,50,79,179,191],"provide":[16,61],"chance":[18],"of":[19,64,73,99,112,126,164,185,205],"tracking":[20,23,27,103,129,171],"reset":[21],"when":[22],"fails":[24],"due":[25],"to":[26,93,101,133,160,183],"drift":[28],"or":[29],"target":[30,62],"invisibility.":[31],"In":[32],"this":[33],"paper,":[34],"we":[35],"propose":[36],"unified":[38,84],"local-global":[39],"tracker":[40,178,190],"based":[41,116],"on":[42,117,210],"same":[44],"transformer":[45],"architecture":[46],"sharing":[47],"weights,":[48],"which":[49],"not":[51,131],"only":[52],"search":[53],"continuous":[56],"local":[57,128],"region":[58],"but":[59],"also":[60,154,192],"candidates":[63],"global":[66],"every":[69],"frame.":[70],"The":[71,108,188],"requirements":[72],"both":[74],"and":[76,104,173,199],"short-term":[77,170],"scenarios":[78],"be":[80,134],"addressed":[81],"using":[82],"model.":[85],"A":[86],"simple":[87],"proposal":[88],"selection":[89],"scheme":[90,109,152],"adopted":[92],"properly":[94],"select":[95],"re-detection,":[100],"assist":[102],"obtain":[105],"better":[106],"performance.":[107],"performs":[110],"reevaluation":[111],"all":[113],"high-quality":[114],"transformer-based":[119],"embedding":[120],"network,":[121],"once":[122],"predicted":[124],"state":[125],"sufficient":[132],"accurate.":[135],"To":[136],"capture":[137],"appearance":[138],"variations":[139],"brought":[140],"by":[141],"online":[142],"updates":[143],"minimum":[145],"risks,":[146],"long-term-friendly":[148],"dynamic":[149],"template":[150],"update":[151],"designed.":[155],"Extensive":[156],"experiments":[157],"are":[158],"conducted":[159],"demonstrate":[161],"effectiveness":[163],"our":[165],"proposed":[166,189],"tracker,":[167],"including":[168],"three":[169],"benchmarks":[172],"six":[174],"benchmarks.":[176],"Our":[177],"achieve":[180],"results":[181],"comparable":[182],"that":[184],"state-of-the-art.":[187],"work":[193],"well":[194],"balancing":[196],"performance":[198],"speed,":[200],"achieving":[201],"an":[202],"average":[203],"speed":[204],"approximately":[206],"25":[207],"fps":[208],"tested":[209],"LaSOT":[211],"testing":[212],"set.":[213]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}