{"id":"https://openalex.org/W4412444687","doi":"https://doi.org/10.1109/tcsvt.2025.3588533","title":"MambaEVT: Event Stream-Based Visual Object Tracking Using State Space Model","display_name":"MambaEVT: Event Stream-Based Visual Object Tracking Using State Space Model","publication_year":2025,"publication_date":"2025-07-15","ids":{"openalex":"https://openalex.org/W4412444687","doi":"https://doi.org/10.1109/tcsvt.2025.3588533"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2025.3588533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3588533","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/A5100411426","display_name":"Xiao Wang","orcid":"https://orcid.org/0000-0001-6117-6745"},"institutions":[{"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":true,"raw_author_name":"Xiao Wang","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100406923","display_name":"Chao Wang","orcid":"https://orcid.org/0000-0002-0216-2965"},"institutions":[{"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":"Chao Wang","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104282167","display_name":"Shiao Wang","orcid":null},"institutions":[{"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":"Shiao Wang","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100777130","display_name":"Xixi Wang","orcid":null},"institutions":[{"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":"Xixi Wang","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079144156","display_name":"Zhicheng Zhao","orcid":"https://orcid.org/0000-0002-2761-7399"},"institutions":[{"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":"Zhicheng Zhao","raw_affiliation_strings":["School of Artificial Intelligence, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101727060","display_name":"Lin Zhu","orcid":"https://orcid.org/0000-0001-6487-0441"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Zhu","raw_affiliation_strings":["Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053609164","display_name":"Bo Jiang","orcid":"https://orcid.org/0000-0002-6238-1596"},"institutions":[{"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":"Bo Jiang","raw_affiliation_strings":["School of Computer Science and Technology, Anhui University, Hefei, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100411426"],"corresponding_institution_ids":["https://openalex.org/I143868143"],"apc_list":null,"apc_paid":null,"fwci":15.5062,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.99161521,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"36","issue":"1","first_page":"278","last_page":"291"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9679999947547913,"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":0.9679999947547913,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9621000289916992,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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":0.6825423240661621},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6599198579788208},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5819273591041565},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.47305169701576233},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.4313233494758606},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.4309746026992798},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.41062217950820923},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3242306113243103}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6825423240661621},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6599198579788208},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5819273591041565},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.47305169701576233},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.4313233494758606},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.4309746026992798},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.41062217950820923},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3242306113243103},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2025.3588533","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3588533","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":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W1996445047","https://openalex.org/W2013643589","https://openalex.org/W2089961441","https://openalex.org/W2594265094","https://openalex.org/W2775178320","https://openalex.org/W2789435382","https://openalex.org/W2794744029","https://openalex.org/W2799058067","https://openalex.org/W2806043570","https://openalex.org/W2884195444","https://openalex.org/W2962766617","https://openalex.org/W2962997029","https://openalex.org/W2998434318","https://openalex.org/W3035453691","https://openalex.org/W3099901800","https://openalex.org/W3111548021","https://openalex.org/W3127152723","https://openalex.org/W3134073159","https://openalex.org/W3138516171","https://openalex.org/W3167536469","https://openalex.org/W3179052737","https://openalex.org/W3202534481","https://openalex.org/W3214586131","https://openalex.org/W4214759957","https://openalex.org/W4289535600","https://openalex.org/W4293731929","https://openalex.org/W4304481542","https://openalex.org/W4312323989","https://openalex.org/W4312651496","https://openalex.org/W4312751983","https://openalex.org/W4312796324","https://openalex.org/W4312805142","https://openalex.org/W4313046728","https://openalex.org/W4367663071","https://openalex.org/W4386066459","https://openalex.org/W4386076324","https://openalex.org/W4387587572","https://openalex.org/W4389883212","https://openalex.org/W4390660027","https://openalex.org/W4393147957","https://openalex.org/W4393159185","https://openalex.org/W4396598146","https://openalex.org/W4400726993","https://openalex.org/W4401806108","https://openalex.org/W4402702990","https://openalex.org/W4402704627","https://openalex.org/W4402715800","https://openalex.org/W4402727444","https://openalex.org/W4403842425","https://openalex.org/W4404001764","https://openalex.org/W4404783458","https://openalex.org/W4409368360","https://openalex.org/W4416016665"],"related_works":["https://openalex.org/W2084086966","https://openalex.org/W4285271403","https://openalex.org/W2542007731","https://openalex.org/W2968379562","https://openalex.org/W2091015105","https://openalex.org/W4388689193","https://openalex.org/W2110899030","https://openalex.org/W29633852","https://openalex.org/W2985362983","https://openalex.org/W4327670844"],"abstract_inverted_index":{"Event":[0],"camera-based":[1],"visual":[2,65],"tracking":[3,34,66,111,128,174],"has":[4],"drawn":[5],"more":[6,8,156],"and":[7,19,28,49,84,98,146,168,183,193,198],"attention":[9],"in":[10,141],"recent":[11],"years":[12],"due":[13,42],"to":[14,43,150,176],"the":[15,44,50,70,90,110,127,131,137,142,151],"unique":[16],"imaging":[17],"principle":[18],"advantages":[20],"of":[21,46,103,139,166],"low":[22],"energy":[23],"consumption,":[24],"high":[25],"dynamic":[26,122,158,167],"range,":[27],"dense":[29],"temporal":[30],"resolution.":[31],"Current":[32],"event-based":[33],"algorithms":[35],"are":[36,87],"gradually":[37],"hitting":[38],"their":[39],"performance":[40],"bottlenecks,":[41],"utilization":[45],"vision":[47,91],"Transformer":[48],"static":[51,169],"template":[52,86,123,144,152,159],"for":[53,94,113],"target":[54,85,114,143],"object":[55],"localization.":[56,115],"In":[57],"this":[58],"paper,":[59],"we":[60,118],"propose":[61],"a":[62,78,121,155,178],"novel":[63],"Mamba-based":[64,173],"framework":[67,129],"that":[68],"adopts":[69],"state":[71],"space":[72],"model":[73],"with":[74],"linear":[75],"complexity":[76],"as":[77],"backbone":[79],"network.":[80,134],"The":[81,100,163,195],"search":[82,104],"regions":[83,105],"fed":[88,108],"into":[89,109,126],"Mamba":[92,133],"network":[93],"simultaneous":[95],"feature":[96],"extraction":[97],"interaction.":[99],"output":[101],"tokens":[102],"will":[106],"be":[107,161],"head":[112],"More":[116],"importantly,":[117],"consider":[119],"introducing":[120],"update":[124],"strategy":[125],"using":[130],"Memory":[132],"By":[135],"considering":[136],"diversity":[138],"samples":[140],"library":[145],"making":[147],"appropriate":[148],"adjustments":[149],"memory":[153],"module,":[154],"effective":[157,164],"can":[160],"integrated.":[162],"combination":[165],"templates":[170],"allows":[171],"our":[172],"algorithm":[175],"achieve":[177],"good":[179],"balance":[180],"between":[181],"accuracy":[182],"computational":[184],"cost":[185],"on":[186,203],"multiple":[187],"large-scale":[188],"datasets,":[189],"including":[190],"EventVOT,":[191],"VisEvent,":[192],"FE240hz.":[194],"source":[196],"code":[197],"checkpoint":[199],"have":[200],"been":[201],"released":[202],"https://github.com/Event-AHU/MambaEVT.":[204]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":7}],"updated_date":"2026-03-09T08:58:05.943551","created_date":"2025-10-10T00:00:00"}
