{"id":"https://openalex.org/W4402830565","doi":"https://doi.org/10.1109/tnnls.2024.3442290","title":"Graph Attention Network for Context-Aware Visual Tracking","display_name":"Graph Attention Network for Context-Aware Visual Tracking","publication_year":2024,"publication_date":"2024-09-25","ids":{"openalex":"https://openalex.org/W4402830565","doi":"https://doi.org/10.1109/tnnls.2024.3442290","pmid":"https://pubmed.ncbi.nlm.nih.gov/39321013"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2024.3442290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2024.3442290","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","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/A5032179342","display_name":"Yanyan Shao","orcid":"https://orcid.org/0000-0002-2708-8474"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyan Shao","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-2708-8474","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047488004","display_name":"Dongyan Guo","orcid":"https://orcid.org/0000-0002-9811-4828"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dongyan Guo","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9811-4828","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020844588","display_name":"Ying Cui","orcid":"https://orcid.org/0000-0002-8209-2679"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ying Cui","raw_affiliation_strings":["College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-8209-2679","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Zhejiang University of Technology, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Zhenhua Wang","orcid":"https://orcid.org/0000-0001-5473-1499"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhenhua Wang","raw_affiliation_strings":["College of Information Engineering, Northwest A&#x0026;F University, Xianyang, China","College of Information Engineering, Northwest A and F University, Xianyang, China"],"raw_orcid":"https://orcid.org/0000-0001-5473-1499","affiliations":[{"raw_affiliation_string":"College of Information Engineering, Northwest A&#x0026;F University, Xianyang, China","institution_ids":[]},{"raw_affiliation_string":"College of Information Engineering, Northwest A and F University, Xianyang, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100618147","display_name":"Liyan Zhang","orcid":"https://orcid.org/0000-0002-1549-3317"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liyan Zhang","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0002-1549-3317","affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":null,"display_name":"Jianhua Zhang","orcid":"https://orcid.org/0000-0001-7844-6035"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhua Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0001-7844-6035","affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.635,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.85017088,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"36","issue":"5","first_page":"9474","last_page":"9487"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9921000003814697,"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":0.9921000003814697,"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":0.9670000076293945,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9670000076293945,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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":0.7117066979408264},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5723392963409424},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.4844415485858917},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.4841540455818176},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44303250312805176},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36358577013015747},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.33175456523895264},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.2596125602722168},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06502926349639893}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7117066979408264},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5723392963409424},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.4844415485858917},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.4841540455818176},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44303250312805176},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36358577013015747},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.33175456523895264},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.2596125602722168},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06502926349639893},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tnnls.2024.3442290","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2024.3442290","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:39321013","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39321013","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 neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2779543118","display_name":"\u5b6a\u751f\u7f51\u7edc\u89c6\u89c9\u8ddf\u8e2a\u4e2d\u7684\u9c81\u68d2\u76ee\u6807\u5efa\u6a21\u4e0e\u72b6\u6001\u4f30\u8ba1\u7814\u7a76","funder_award_id":"LY22F030015","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G2783755535","display_name":"\u9762\u5411\u590d\u6742\u573a\u666f\u7684\u6df1\u5ea6\u795e\u7ecf\u7f51\u7edc\u4eba\u8138\u8ba4\u8bc1\u65b9\u6cd5\u7814\u7a76","funder_award_id":"LY22F020016","funder_id":"https://openalex.org/F4320338464","funder_display_name":"Natural Science Foundation of Zhejiang Province"},{"id":"https://openalex.org/G438847146","display_name":null,"funder_award_id":"62002325","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G458179433","display_name":null,"funder_award_id":"BK20190065","funder_id":"https://openalex.org/F4320322769","funder_display_name":"Natural Science Foundation of Jiangsu Province"},{"id":"https://openalex.org/G5367319358","display_name":"\u591a\u6a21\u6001\u878d\u5408\u7684\u89c6\u9891\u76d1\u63a7\u6570\u636e\u4ea4\u4e92\u5f0f\u67e5\u8be2\u53ca\u5206\u6790\u7814\u7a76","funder_award_id":"61772268","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5383074633","display_name":null,"funder_award_id":"62102364","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5854998959","display_name":null,"funder_award_id":"61802348","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/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320338464","display_name":"Natural Science Foundation of Zhejiang Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":74,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1857884451","https://openalex.org/W1861492603","https://openalex.org/W2051985940","https://openalex.org/W2089961441","https://openalex.org/W2117539524","https://openalex.org/W2158592639","https://openalex.org/W2183341477","https://openalex.org/W2518013266","https://openalex.org/W2557641257","https://openalex.org/W2599547527","https://openalex.org/W2681067697","https://openalex.org/W2776035257","https://openalex.org/W2794744029","https://openalex.org/W2797812763","https://openalex.org/W2799058067","https://openalex.org/W2806331055","https://openalex.org/W2886910176","https://openalex.org/W2890678738","https://openalex.org/W2891033863","https://openalex.org/W2894176037","https://openalex.org/W2897550429","https://openalex.org/W2898200825","https://openalex.org/W2937749627","https://openalex.org/W2954137266","https://openalex.org/W2955747520","https://openalex.org/W2962824803","https://openalex.org/W2963227409","https://openalex.org/W2963534981","https://openalex.org/W2963854930","https://openalex.org/W2964111344","https://openalex.org/W2964253307","https://openalex.org/W2964423614","https://openalex.org/W2966759264","https://openalex.org/W2976496429","https://openalex.org/W2981199548","https://openalex.org/W2983850069","https://openalex.org/W2990205821","https://openalex.org/W2996167212","https://openalex.org/W2996249958","https://openalex.org/W2997896013","https://openalex.org/W2998434318","https://openalex.org/W3034297219","https://openalex.org/W3035225512","https://openalex.org/W3035453691","https://openalex.org/W3035571898","https://openalex.org/W3039148474","https://openalex.org/W3104158266","https://openalex.org/W3108235634","https://openalex.org/W3108519869","https://openalex.org/W3109466111","https://openalex.org/W3110119766","https://openalex.org/W3118493742","https://openalex.org/W3127756064","https://openalex.org/W3167762749","https://openalex.org/W3168663926","https://openalex.org/W3174225630","https://openalex.org/W3175891031","https://openalex.org/W3204554907","https://openalex.org/W3212436340","https://openalex.org/W4206553383","https://openalex.org/W4214862540","https://openalex.org/W4214872590","https://openalex.org/W4226219503","https://openalex.org/W4313555213","https://openalex.org/W4321770540","https://openalex.org/W4323345690","https://openalex.org/W4362657847","https://openalex.org/W4367721753","https://openalex.org/W4382365402","https://openalex.org/W4382467859","https://openalex.org/W4385757397","https://openalex.org/W4388505511","https://openalex.org/W4390871890"],"related_works":["https://openalex.org/W2807619505","https://openalex.org/W2554330399","https://openalex.org/W2755342338","https://openalex.org/W4400849103","https://openalex.org/W4245476015","https://openalex.org/W2096477646","https://openalex.org/W2775347418","https://openalex.org/W3136441325","https://openalex.org/W2779427294","https://openalex.org/W2908957679"],"abstract_inverted_index":{"Siamese-network-based":[0],"trackers":[1,33,51,207],"convert":[2],"the":[3,43,47,65,69,77,82,86,90,110,122,127,147,155,178,181,185,201],"general":[4],"object":[5,119],"tracking":[6],"as":[7],"a":[8,13,16,28,98,114,131,137,139,170],"similarity":[9,26],"matching":[10,67,173],"task":[11],"between":[12,68,109],"template":[14,123,141,149],"and":[15,36,71,81,157,180,197,208],"search":[17,72,128,186],"region.":[18,187],"Using":[19],"convolutional":[20],"feature":[21,172],"cross":[22],"correlation":[23],"(Xcorr)":[24],"for":[25],"matching,":[27],"large":[29],"number":[30],"of":[31,46,85],"Siamese":[32,101,111],"are":[34],"proposed":[35,202],"achieved":[37],"great":[38],"success.":[39],"However,":[40],"due":[41],"to":[42,126,145,175],"predefined":[44],"size":[45,156],"target":[48,70,179],"feature,":[49],"these":[50],"suffer":[52],"from":[53,121],"either":[54],"retaining":[55],"much":[56],"background":[57],"information":[58,80,84,120,183],"or":[59],"losing":[60],"important":[61],"foreground":[62],"information.":[63],"Moreover,":[64],"global":[66],"region":[73,129],"also":[74],"largely":[75],"neglects":[76],"part-level":[78],"structural":[79],"contextual":[83,182],"target.":[87],"To":[88],"tackle":[89],"aforementioned":[91],"obstacles,":[92],"in":[93,161,184],"this":[94],"article,":[95],"we":[96,167],"propose":[97],"simple":[99],"context-aware":[100,171],"graph":[102,132],"attention":[103,133],"network,":[104],"which":[105,151],"establishes":[106],"part-to-part":[107],"correspondence":[108],"branches":[112],"with":[113],"complete":[115],"bipartite":[116],"graph.":[117],"The":[118],"is":[124,143,213],"propagated":[125],"via":[130],"mechanism.":[134],"With":[135],"such":[136],"design,":[138],"target-aware":[140],"input":[142],"enabled":[144],"replace":[146],"prefixed":[148],"region,":[150],"can":[152],"adaptively":[153],"fit":[154],"aspect":[158],"ratio":[159],"variations":[160],"different":[162],"objects.":[163],"Based":[164],"on":[165,189],"it,":[166],"further":[168],"construct":[169],"mechanism":[174],"embed":[176],"both":[177],"Experiments":[188],"challenging":[190],"benchmarks":[191],"including":[192],"GOT-10k,":[193],"TrackingNet,":[194],"LaSOT,":[195],"VOT2020,":[196],"OTB-100":[198],"demonstrate":[199],"that":[200],"SiamGAT*":[203],"outperforms":[204],"many":[205],"state-of-the-art":[206],"achieves":[209],"leading":[210],"performance.":[211],"Code":[212],"available":[214],"at:":[215],"https://git.io/SiamGAT.":[216]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":6}],"updated_date":"2026-07-13T07:31:44.756512","created_date":"2025-10-10T00:00:00"}
