{"id":"https://openalex.org/W4323345690","doi":"https://doi.org/10.1109/tip.2023.3251027","title":"Joint Correlation and Attention Based Feature Fusion Network for Accurate Visual Tracking","display_name":"Joint Correlation and Attention Based Feature Fusion Network for Accurate Visual Tracking","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4323345690","doi":"https://doi.org/10.1109/tip.2023.3251027","pmid":"https://pubmed.ncbi.nlm.nih.gov/37028050"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2023.3251027","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2023.3251027","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/A5072901278","display_name":"Yijin Yang","orcid":"https://orcid.org/0000-0002-8355-5946"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yijin Yang","raw_affiliation_strings":["Department of Electronic Engineering, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-8355-5946","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000141628","display_name":"Xiaodong Gu","orcid":"https://orcid.org/0000-0002-7096-1830"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Gu","raw_affiliation_strings":["Department of Electronic Engineering, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-7096-1830","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I24943067"],"apc_list":null,"apc_paid":null,"fwci":2.9781,"has_fulltext":false,"cited_by_count":28,"citation_normalized_percentile":{"value":0.92966069,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"32","issue":null,"first_page":"1705","last_page":"1715"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"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":0.9998999834060669,"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/T11963","display_name":"Impact of Light on Environment and Health","score":0.9472000002861023,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9408000111579895,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7735027074813843},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7699898481369019},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6423014402389526},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.5883002281188965},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.5527858734130859},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5390578508377075},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5367542505264282},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.5209775567054749},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.4998137950897217},{"id":"https://openalex.org/keywords/correlation","display_name":"Correlation","score":0.47446924448013306},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4643789529800415},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.41893717646598816},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4172388017177582},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41444817185401917},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.3247038424015045},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1051744818687439}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7735027074813843},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7699898481369019},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6423014402389526},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.5883002281188965},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5527858734130859},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5390578508377075},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5367542505264282},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.5209775567054749},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.4998137950897217},{"id":"https://openalex.org/C117220453","wikidata":"https://www.wikidata.org/wiki/Q5172842","display_name":"Correlation","level":2,"score":0.47446924448013306},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4643789529800415},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.41893717646598816},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4172388017177582},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41444817185401917},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.3247038424015045},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1051744818687439},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"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/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2023.3251027","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2023.3251027","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:37028050","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37028050","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}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5677835149","display_name":null,"funder_award_id":"62176062","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7058774153","display_name":null,"funder_award_id":"61771145","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W1857884451","https://openalex.org/W1964846093","https://openalex.org/W2117539524","https://openalex.org/W2124211486","https://openalex.org/W2149829493","https://openalex.org/W2158592639","https://openalex.org/W2194775991","https://openalex.org/W2518013266","https://openalex.org/W2520477759","https://openalex.org/W2557641257","https://openalex.org/W2769531763","https://openalex.org/W2781948176","https://openalex.org/W2790194629","https://openalex.org/W2794744029","https://openalex.org/W2798842862","https://openalex.org/W2799058067","https://openalex.org/W2886904239","https://openalex.org/W2889658408","https://openalex.org/W2890447039","https://openalex.org/W2890678738","https://openalex.org/W2894287712","https://openalex.org/W2898200825","https://openalex.org/W2913466142","https://openalex.org/W2916780012","https://openalex.org/W2962719749","https://openalex.org/W2962824803","https://openalex.org/W2963074722","https://openalex.org/W2963227409","https://openalex.org/W2963534981","https://openalex.org/W2963670966","https://openalex.org/W2966759264","https://openalex.org/W2987460522","https://openalex.org/W2990211277","https://openalex.org/W2995199381","https://openalex.org/W2998027361","https://openalex.org/W2998434318","https://openalex.org/W3001584168","https://openalex.org/W3021827438","https://openalex.org/W3033114334","https://openalex.org/W3034297219","https://openalex.org/W3034617042","https://openalex.org/W3035211844","https://openalex.org/W3035453691","https://openalex.org/W3035571898","https://openalex.org/W3035672751","https://openalex.org/W3036458077","https://openalex.org/W3047017093","https://openalex.org/W3048323801","https://openalex.org/W3087007999","https://openalex.org/W3093115209","https://openalex.org/W3101708136","https://openalex.org/W3102817716","https://openalex.org/W3105021215","https://openalex.org/W3108235634","https://openalex.org/W3119379899","https://openalex.org/W3123635396","https://openalex.org/W3127756064","https://openalex.org/W3151599417","https://openalex.org/W3162457465","https://openalex.org/W3167536469","https://openalex.org/W3168663926","https://openalex.org/W3175891031","https://openalex.org/W3211001284","https://openalex.org/W3212622989","https://openalex.org/W4214759957","https://openalex.org/W4385245566","https://openalex.org/W6776958929","https://openalex.org/W6793935331","https://openalex.org/W6795704626"],"related_works":["https://openalex.org/W2807619505","https://openalex.org/W2364238915","https://openalex.org/W2554330399","https://openalex.org/W4245476015","https://openalex.org/W2096477646","https://openalex.org/W3136441325","https://openalex.org/W2908957679","https://openalex.org/W2096492911","https://openalex.org/W2965594636","https://openalex.org/W2912550626"],"abstract_inverted_index":{"Correlation":[0],"operation":[1],"and":[2,71,98,104,119,148,157,180],"attention":[3,72,99],"mechanism":[4,153],"are":[5,25,111,126],"two":[6,85],"popular":[7],"feature":[8,87,118],"fusion":[9,88,109],"approaches":[10],"which":[11,77],"play":[12],"an":[13,149],"important":[14],"role":[15],"in":[16,58],"visual":[17,166],"object":[18],"tracking.":[19,158],"However,":[20],"the":[21,36,50,54,81,91,108,116,123,129,134,139,171,186],"correlation-based":[22],"tracking":[23,38,65,167,178],"networks":[24,39],"sensitive":[26],"to":[27,101,132],"location":[28,117],"information":[29,47],"but":[30,48],"loss":[31],"some":[32],"context":[33],"semantics,":[34],"while":[35],"attention-based":[37],"can":[40,78],"make":[41],"full":[42],"use":[43],"of":[44,53,83,138],"rich":[45],"semantic":[46,105,120],"ignore":[49],"position":[51,103],"distribution":[52],"tracked":[55],"object.":[56,140],"Therefore,":[57],"this":[59],"paper,":[60],"we":[61,142],"propose":[62],"a":[63,144,182],"novel":[64],"framework":[66],"based":[67],"on":[68,163,185],"joint":[69],"correlation":[70,97],"networks,":[73],"termed":[74],"as":[75],"JCAT,":[76],"effectively":[79],"combine":[80],"advantages":[82],"these":[84],"complementary":[86],"approaches.":[89],"Concretely,":[90],"proposed":[92,172],"JCAT":[93,173],"approach":[94],"adopts":[95],"parallel":[96],"branches":[100],"generate":[102,133],"features.":[106],"Then":[107],"features":[110,125],"obtained":[112],"by":[113],"directly":[114],"adding":[115],"feature.":[121],"Finally,":[122],"fused":[124],"fed":[127],"into":[128],"segmentation":[130,145,156],"network":[131],"pixel-wise":[135],"state":[136],"estimation":[137],"Furthermore,":[141],"develop":[143],"memory":[146],"bank":[147],"online":[150],"sample":[151],"filtering":[152],"for":[154],"robust":[155],"The":[159],"extensive":[160],"experimental":[161],"results":[162],"eight":[164],"challenging":[165],"benchmarks":[168],"show":[169],"that":[170],"tracker":[174],"achieves":[175],"very":[176],"promising":[177],"performance":[179],"sets":[181],"new":[183],"state-of-the-art":[184],"VOT2018":[187],"benchmark.":[188]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
