{"id":"https://openalex.org/W4392251593","doi":"https://doi.org/10.1109/tcsvt.2024.3370981","title":"Target-Aware Tracking With Spatial-Temporal Context Attention","display_name":"Target-Aware Tracking With Spatial-Temporal Context Attention","publication_year":2024,"publication_date":"2024-02-28","ids":{"openalex":"https://openalex.org/W4392251593","doi":"https://doi.org/10.1109/tcsvt.2024.3370981"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3370981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3370981","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/A5014953512","display_name":"Kevin He","orcid":"https://orcid.org/0000-0001-9604-1787"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kai-Jie He","raw_affiliation_strings":["Key Laboratory of Education Blockchain and Intelligent Technology, Ministry of Education, Guangxi Normal University, Guilin, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Education Blockchain and Intelligent Technology, Ministry of Education, Guangxi Normal University, Guilin, China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016469515","display_name":"Canlong Zhang","orcid":"https://orcid.org/0000-0003-4375-1405"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Can-Long Zhang","raw_affiliation_strings":["Key Laboratory of Education Blockchain and Intelligent Technology, Ministry of Education, and Guangxi Key Laboratory of Multi-Source Information Mining and Security, Guangxi Normal University, Guilin, China","Guangxi Key Lab of Multi-source Information Mining & Security, Guangxi Normal University, Guilin, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Education Blockchain and Intelligent Technology, Ministry of Education, and Guangxi Key Laboratory of Multi-Source Information Mining and Security, Guangxi Normal University, Guilin, China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Multi-source Information Mining & Security, Guangxi Normal University, Guilin, China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057886296","display_name":"Sheng Xie","orcid":"https://orcid.org/0000-0003-0754-4134"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Xie","raw_affiliation_strings":["Key Laboratory of Education Blockchain and Intelligent Technology, Ministry of Education, Guangxi Normal University, Guilin, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Education Blockchain and Intelligent Technology, Ministry of Education, Guangxi Normal University, Guilin, China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100701695","display_name":"Zhixin Li","orcid":"https://orcid.org/0000-0002-5313-6134"},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi-Xin Li","raw_affiliation_strings":["Key Laboratory of Education Blockchain and Intelligent Technology, Ministry of Education, and Guangxi Key Laboratory of Multi-Source Information Mining and Security, Guangxi Normal University, Guilin, China","Guangxi Key Lab of Multi-source Information Mining & Security, Guangxi Normal University, Guilin, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Education Blockchain and Intelligent Technology, Ministry of Education, and Guangxi Key Laboratory of Multi-Source Information Mining and Security, Guangxi Normal University, Guilin, China","institution_ids":["https://openalex.org/I29739308"]},{"raw_affiliation_string":"Guangxi Key Lab of Multi-source Information Mining & Security, Guangxi Normal University, Guilin, China","institution_ids":["https://openalex.org/I29739308"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006288178","display_name":"Zhiwen Wang","orcid":"https://orcid.org/0000-0003-2309-7282"},"institutions":[{"id":"https://openalex.org/I18570673","display_name":"Guangxi University of Science and Technology","ror":"https://ror.org/02fj6b627","country_code":"CN","type":"education","lineage":["https://openalex.org/I18570673"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi-Wen Wang","raw_affiliation_strings":["School of Computer Science and Technology, Guangxi University of Science and Technology, Liuzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Guangxi University of Science and Technology, Liuzhou, China","institution_ids":["https://openalex.org/I18570673"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007593572","display_name":"Rui-Guo Qin","orcid":null},"institutions":[{"id":"https://openalex.org/I29739308","display_name":"Guangxi Normal University","ror":"https://ror.org/02frt9q65","country_code":"CN","type":"education","lineage":["https://openalex.org/I29739308"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui-Guo Qin","raw_affiliation_strings":["Key Laboratory of Education Blockchain and Intelligent Technology, Ministry of Education, Guangxi Normal University, Guilin, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Education Blockchain and Intelligent Technology, Ministry of Education, Guangxi Normal University, Guilin, China","institution_ids":["https://openalex.org/I29739308"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5014953512"],"corresponding_institution_ids":["https://openalex.org/I29739308"],"apc_list":null,"apc_paid":null,"fwci":5.0728,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.96328471,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"34","issue":"8","first_page":"7176","last_page":"7189"},"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9909999966621399,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9869999885559082,"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":0.7139312624931335},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5599716305732727},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.511776864528656},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47728100419044495},{"id":"https://openalex.org/keywords/spatial-contextual-awareness","display_name":"Spatial contextual awareness","score":0.47473034262657166},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4628879725933075},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08793720602989197}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7139312624931335},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5599716305732727},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.511776864528656},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47728100419044495},{"id":"https://openalex.org/C64754055","wikidata":"https://www.wikidata.org/wiki/Q7574053","display_name":"Spatial contextual awareness","level":2,"score":0.47473034262657166},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4628879725933075},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08793720602989197},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3370981","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3370981","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/G1153685412","display_name":null,"funder_award_id":"61966004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3492472565","display_name":null,"funder_award_id":"61962007","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4762191740","display_name":null,"funder_award_id":"62276073","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6096834954","display_name":null,"funder_award_id":"2019GXNSFDA245018","funder_id":"https://openalex.org/F4320322768","funder_display_name":"Natural Science Foundation of Guangxi Province"},{"id":"https://openalex.org/G8427232903","display_name":null,"funder_award_id":"62266009","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/F4320322768","display_name":"Natural Science Foundation of Guangxi Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W2470394683","https://openalex.org/W2791435381","https://openalex.org/W2794744029","https://openalex.org/W2799058067","https://openalex.org/W2891033863","https://openalex.org/W2898200825","https://openalex.org/W2962766617","https://openalex.org/W2963534981","https://openalex.org/W2963925437","https://openalex.org/W2966759264","https://openalex.org/W2987460522","https://openalex.org/W3001584168","https://openalex.org/W3004799952","https://openalex.org/W3035453691","https://openalex.org/W3035672751","https://openalex.org/W3098367673","https://openalex.org/W3108235634","https://openalex.org/W3108519869","https://openalex.org/W3122515622","https://openalex.org/W3138516171","https://openalex.org/W3167536469","https://openalex.org/W3172087149","https://openalex.org/W3174225630","https://openalex.org/W3175132347","https://openalex.org/W3204540098","https://openalex.org/W3214586131","https://openalex.org/W4214759957","https://openalex.org/W4285245086","https://openalex.org/W4293209950","https://openalex.org/W4312255167","https://openalex.org/W4312350600","https://openalex.org/W4312532041","https://openalex.org/W4312651496","https://openalex.org/W4312734171","https://openalex.org/W4312735552","https://openalex.org/W4312751983","https://openalex.org/W4312796324","https://openalex.org/W4312805142","https://openalex.org/W4312961003","https://openalex.org/W4382467859","https://openalex.org/W4386065544","https://openalex.org/W4386065598","https://openalex.org/W4390874039","https://openalex.org/W6779902714","https://openalex.org/W6805147364"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","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":{"Current":[0],"trackers":[1],"only":[2],"rely":[3],"on":[4,227],"a":[5,84,157,167,178,188,209],"fixed":[6],"target":[7,12,72,113,130],"template":[8,133],"to":[9,20,66,107,137,169,174,180,191,216],"localize":[10,110],"the":[11,29,39,62,69,92,111,115,125,129,150,175,193,198,201,224],"in":[13,22,71,114],"each":[14],"frame,":[15],"which":[16,90,127],"is":[17],"however":[18],"prone":[19],"fail":[21],"case":[23],"of":[24,31,97,200],"fast":[25],"appearance":[26,73,93],"changes":[27],"or":[28],"presence":[30],"distractor":[32,77],"objects.":[33,78],"Having":[34],"some":[35],"historical":[36,56],"knowledge":[37],"about":[38],"tracked":[40,99],"targets":[41,100],"as":[42,44,101,103],"well":[43,102],"their":[45,104],"surrounding":[46,105],"scenes":[47,106],"can":[48,58],"be":[49,59],"highly":[50],"beneficial":[51],"for":[52],"robust":[53],"tracking.":[54],"This":[55],"information":[57,96],"propagated":[60],"through":[61,142],"sequence":[63],"and":[64,74,94,134,145,184,187,235,239],"used":[65],"timely":[67],"perceive":[68],"change":[70],"explicitly":[75],"avoid":[76],"In":[79,204],"this":[80],"work,":[81],"we":[82,155,206],"propose":[83],"Spatial-Temporal":[85],"Context":[86],"Attention":[87],"(STCA)":[88],"model":[89],"utilizes":[91],"state":[95],"previously":[98],"more":[108],"accurately":[109],"real":[112],"current":[116],"frame.":[117],"We":[118],"embed":[119],"an":[120],"improved":[121],"position":[122],"encoder":[123],"into":[124,153],"STCA,":[126],"enables":[128],"template,":[131],"context":[132,219],"search":[135],"patch":[136],"perform":[138],"extensive":[139],"interactional":[140],"fusion":[141],"simultaneously":[143],"self-attention":[144],"cross-attention":[146],"calculation.":[147],"By":[148],"embedding":[149],"STCA":[151],"module":[152],"Transformer,":[154],"construct":[156],"target-aware":[158],"based":[159],"online":[160,213],"tracking":[161,176,194],"network":[162],"(named":[163],"TATrack)":[164],"that":[165],"has":[166],"backbone":[168],"extract":[170],"features":[171],"better":[172],"suited":[173],"task,":[177],"neck":[179],"further":[181],"suppress":[182],"distractors":[183],"highlight":[185],"target,":[186],"classification-regression":[189],"head":[190],"make":[192],"scores":[195],"consistently":[196],"reflect":[197],"quality":[199],"bounding":[202],"boxes.":[203],"addition,":[205],"also":[207],"design":[208],"simple":[210],"yet":[211],"effective":[212],"updating":[214],"approach":[215],"select":[217],"high-quality":[218],"templates.":[220],"Our":[221],"tracker":[222],"reaches":[223],"latest":[225],"level":[226],"several":[228],"benchmarks,":[229],"including":[230],"LaSOT,":[231],"TrackingNet,":[232],"GOT10k,":[233],"OTB100":[234],"UAV123.":[236],"The":[237],"code":[238],"trained":[240],"models":[241],"are":[242],"available":[243],"at":[244],"https://github.com/hekaijie123/TATrack.":[245]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":3}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
