{"id":"https://openalex.org/W4296079497","doi":"https://doi.org/10.1109/tcsvt.2022.3207202","title":"Siamese-Based Twin Attention Network for Visual Tracking","display_name":"Siamese-Based Twin Attention Network for Visual Tracking","publication_year":2022,"publication_date":"2022-09-16","ids":{"openalex":"https://openalex.org/W4296079497","doi":"https://doi.org/10.1109/tcsvt.2022.3207202"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2022.3207202","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3207202","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/A5068352031","display_name":"Hua Bao","orcid":"https://orcid.org/0000-0002-3092-7670"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Bao","raw_affiliation_strings":["Department of School of Electrical Engineering and Automation, Anhui University, Hefei, China","Key Laboratory of Intelligent Computing and Signal Processing Ministry of Education, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-3092-7670","affiliations":[{"raw_affiliation_string":"Department of School of Electrical Engineering and Automation, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing Ministry of Education, Hefei, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039372849","display_name":"Ping Shu","orcid":"https://orcid.org/0000-0002-4485-7060"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ping Shu","raw_affiliation_strings":["Department of School of Electrical Engineering and Automation, Anhui University, Hefei, China","Key Laboratory of Intelligent Computing and Signal Processing Ministry of Education, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-4485-7060","affiliations":[{"raw_affiliation_string":"Department of School of Electrical Engineering and Automation, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing Ministry of Education, Hefei, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072377630","display_name":"Hongchao Zhang","orcid":"https://orcid.org/0000-0003-2716-3267"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongchao Zhang","raw_affiliation_strings":["Department of School of Electrical Engineering and Automation, Anhui University, Hefei, China","Key Laboratory of Intelligent Computing and Signal Processing Ministry of Education, Hefei, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of School of Electrical Engineering and Automation, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]},{"raw_affiliation_string":"Key Laboratory of Intelligent Computing and Signal Processing Ministry of Education, Hefei, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5076498350","display_name":"Xiaobai Liu","orcid":"https://orcid.org/0000-0002-2086-5410"},"institutions":[{"id":"https://openalex.org/I26538001","display_name":"San Diego State University","ror":"https://ror.org/0264fdx42","country_code":"US","type":"education","lineage":["https://openalex.org/I26538001"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xiaobai Liu","raw_affiliation_strings":["Department of Computer Science, San Diego State University, San Diego, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science, San Diego State University, San Diego, CA, USA","institution_ids":["https://openalex.org/I26538001"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.9364,"has_fulltext":false,"cited_by_count":32,"citation_normalized_percentile":{"value":0.92518196,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"33","issue":"2","first_page":"847","last_page":"860"},"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/T11605","display_name":"Visual Attention and Saliency Detection","score":0.9840999841690063,"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":0.982699990272522,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8427126407623291},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.6934901475906372},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6269774436950684},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47795534133911133},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.4481630325317383},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.428203284740448},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.10872700810432434}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8427126407623291},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.6934901475906372},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6269774436950684},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47795534133911133},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.4481630325317383},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.428203284740448},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.10872700810432434},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2022.3207202","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3207202","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/G1752944659","display_name":null,"funder_award_id":"1908085MF217","funder_id":"https://openalex.org/F4320334897","funder_display_name":"Natural Science Foundation of Anhui Province"},{"id":"https://openalex.org/G2709120798","display_name":null,"funder_award_id":"KJ2019A0022918005","funder_id":"https://openalex.org/F4320326664","funder_display_name":"Anhui Provincial Department of Education"}],"funders":[{"id":"https://openalex.org/F4320326664","display_name":"Anhui Provincial Department of Education","ror":null},{"id":"https://openalex.org/F4320334897","display_name":"Natural Science Foundation of Anhui Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":80,"referenced_works":["https://openalex.org/W1857884451","https://openalex.org/W1861492603","https://openalex.org/W1903029394","https://openalex.org/W2089961441","https://openalex.org/W2117539524","https://openalex.org/W2130026429","https://openalex.org/W2158592639","https://openalex.org/W2186330282","https://openalex.org/W2194775991","https://openalex.org/W2470394683","https://openalex.org/W2518013266","https://openalex.org/W2557641257","https://openalex.org/W2565639579","https://openalex.org/W2592463526","https://openalex.org/W2605173812","https://openalex.org/W2736728583","https://openalex.org/W2752782242","https://openalex.org/W2773495332","https://openalex.org/W2776035257","https://openalex.org/W2790194629","https://openalex.org/W2799058067","https://openalex.org/W2884585870","https://openalex.org/W2886910176","https://openalex.org/W2891033863","https://openalex.org/W2894176037","https://openalex.org/W2895340641","https://openalex.org/W2895588569","https://openalex.org/W2898200825","https://openalex.org/W2898732869","https://openalex.org/W2920338184","https://openalex.org/W2937749627","https://openalex.org/W2963030525","https://openalex.org/W2963227409","https://openalex.org/W2963534981","https://openalex.org/W2964038557","https://openalex.org/W2964111344","https://openalex.org/W2964242925","https://openalex.org/W2964253307","https://openalex.org/W2964423614","https://openalex.org/W2966759264","https://openalex.org/W2972392244","https://openalex.org/W2987460522","https://openalex.org/W2990205821","https://openalex.org/W2990211277","https://openalex.org/W2994943236","https://openalex.org/W2996167212","https://openalex.org/W2998027361","https://openalex.org/W3017266435","https://openalex.org/W3034297219","https://openalex.org/W3034552520","https://openalex.org/W3035460038","https://openalex.org/W3035571898","https://openalex.org/W3035672751","https://openalex.org/W3101708136","https://openalex.org/W3102817716","https://openalex.org/W3106127916","https://openalex.org/W3108519869","https://openalex.org/W3110501021","https://openalex.org/W3135446078","https://openalex.org/W3162457465","https://openalex.org/W3167536469","https://openalex.org/W3167762749","https://openalex.org/W3168663926","https://openalex.org/W3170378827","https://openalex.org/W3172670627","https://openalex.org/W3175891031","https://openalex.org/W3201493816","https://openalex.org/W3209993199","https://openalex.org/W3212622989","https://openalex.org/W3214586131","https://openalex.org/W4214759957","https://openalex.org/W4285245086","https://openalex.org/W6678174250","https://openalex.org/W6739901393","https://openalex.org/W6746776673","https://openalex.org/W6754805553","https://openalex.org/W6759215614","https://openalex.org/W6760066526","https://openalex.org/W6771274092","https://openalex.org/W6795704626"],"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":{"Recently,":[0],"object":[1],"tracking":[2,92],"have":[3],"achieved":[4],"remarkable":[5],"progress":[6],"in":[7,90,115],"terms":[8],"of":[9,76],"both":[10],"efficiency":[11],"and":[12,30,133,154,187,198],"accuracy.":[13],"However,":[14],"exiting":[15],"methods":[16],"still":[17],"cannot":[18],"satisfy":[19],"challenging":[20,168],"tasks":[21],"under":[22],"complicated":[23],"scenarios,":[24],"such":[25],"as":[26],"occlusion,":[27],"scale":[28],"variations,":[29],"etc.":[31],"To":[32],"this":[33],"end,":[34],"we":[35,58,94],"propose":[36],"a":[37,47,96,109],"novel":[38],"Siamese-based":[39],"Twin":[40],"Attention":[41],"Network":[42],"for":[43],"visual":[44],"tracking.":[45],"First,":[46],"multi-branch":[48],"fusion":[49,56],"module":[50,99],"is":[51,113,123,140,196],"presented.":[52],"By":[53,157],"leveaging":[54],"the":[55,60,64,73,77,87,91,101,116,120,127,131,137,143,149,152,193],"scheme,":[57],"merge":[59],"low-level":[61],"features":[62,66,150],"with":[63,166],"high-level":[65],"extracted":[67],"from":[68,130],"different":[69,167],"convolution":[70],"layers.":[71],"Then,":[72],"representation":[74],"ability":[75],"target":[78],"can":[79,163],"be":[80],"enhanced":[81],"effectively.":[82],"Second,":[83],"to":[84,105,125,141],"fully":[85],"capture":[86,126],"contextual":[88,128,144],"information":[89,129,145],"process,":[93],"introduced":[95],"global":[97],"context":[98],"into":[100],"search":[102,155],"branch.":[103],"Third,":[104],"attain":[106],"robust":[107],"performance,":[108],"saliency":[110],"mine":[111],"scheme":[112],"employed":[114],"proposed":[117,194],"network.":[118],"Specifically,":[119],"self-attention":[121],"operation":[122,139],"utilized":[124],"spatial":[132],"channel":[134],"domain,":[135],"while":[136],"cross-attention":[138],"enrich":[142],"relevance":[146],"by":[147],"fusing":[148],"between":[151],"template":[153],"region.":[156],"utilizing":[158],"these":[159],"schemes,":[160],"our":[161],"tracker":[162],"cope":[164],"well":[165],"scenes.":[169],"Extensive":[170],"experiments":[171],"were":[172],"conducted":[173],"on":[174],"several":[175],"popular":[176],"benchmarks,":[177],"including":[178],"VOT2016,":[179],"VOT2018,":[180],"VOT2019,":[181],"VOT2021,":[182],"OTB2013,":[183],"OTB2015,":[184],"GOT10k,":[185],"LaSOT,":[186],"NFS.":[188],"The":[189],"results":[190],"demonstrate":[191],"that":[192],"method":[195],"effective":[197],"achieves":[199],"competitive":[200],"results.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}