{"id":"https://openalex.org/W4406612491","doi":"https://doi.org/10.1109/smc54092.2024.10831222","title":"Visual Object Tracker Based on Video Temporal-Spatial Features and Long-term Memory","display_name":"Visual Object Tracker Based on Video Temporal-Spatial Features and Long-term Memory","publication_year":2024,"publication_date":"2024-10-06","ids":{"openalex":"https://openalex.org/W4406612491","doi":"https://doi.org/10.1109/smc54092.2024.10831222"},"language":"en","primary_location":{"id":"doi:10.1109/smc54092.2024.10831222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc54092.2024.10831222","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100576672","display_name":"Yongyang Gao","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongyang Gao","raw_affiliation_strings":["College of Computer Science, Sichuan University,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University,China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032662894","display_name":"Shiyong Lan","orcid":"https://orcid.org/0000-0002-7109-9170"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyong Lan","raw_affiliation_strings":["College of Computer Science, Sichuan University,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University,China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034049031","display_name":"Piaoyang Li","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Piaoyang Li","raw_affiliation_strings":["College of Computer Science, Sichuan University,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University,China","institution_ids":["https://openalex.org/I24185976"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009533191","display_name":"Wei Ma","orcid":"https://orcid.org/0000-0001-9652-4260"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Ma","raw_affiliation_strings":["College of Computer Science, Sichuan University,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science, Sichuan University,China","institution_ids":["https://openalex.org/I24185976"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I24185976"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"802","last_page":"808"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9739000201225281,"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"}},"topics":[{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9739000201225281,"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"}},{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9553999900817871,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9527000188827515,"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":0.7805308103561401},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6383992433547974},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.635843813419342},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.6232830286026001},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.5300248265266418},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.5248494148254395},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.3675489127635956}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7805308103561401},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6383992433547974},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.635843813419342},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.6232830286026001},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.5300248265266418},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5248494148254395},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.3675489127635956},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc54092.2024.10831222","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc54092.2024.10831222","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W2470394683","https://openalex.org/W2518876086","https://openalex.org/W2794744029","https://openalex.org/W2799058067","https://openalex.org/W2886910176","https://openalex.org/W2891033863","https://openalex.org/W2898200825","https://openalex.org/W2952122856","https://openalex.org/W2963534981","https://openalex.org/W2964423614","https://openalex.org/W2966759264","https://openalex.org/W3035571898","https://openalex.org/W3035672751","https://openalex.org/W3094502228","https://openalex.org/W3126721948","https://openalex.org/W3127756064","https://openalex.org/W3168663926","https://openalex.org/W3174225630","https://openalex.org/W3204540098","https://openalex.org/W3214586131","https://openalex.org/W4214759957","https://openalex.org/W4312350600","https://openalex.org/W4312472480","https://openalex.org/W4312543717","https://openalex.org/W4312651496","https://openalex.org/W4312751983","https://openalex.org/W4312805142","https://openalex.org/W4386066081","https://openalex.org/W4386066394","https://openalex.org/W4386066459","https://openalex.org/W4390872215","https://openalex.org/W4390872615","https://openalex.org/W4390874039","https://openalex.org/W4402754169","https://openalex.org/W6757817989"],"related_works":["https://openalex.org/W4389065903","https://openalex.org/W2385949326","https://openalex.org/W2623195638","https://openalex.org/W1966005655","https://openalex.org/W3135795035","https://openalex.org/W2789220062","https://openalex.org/W2811496562","https://openalex.org/W2094665863","https://openalex.org/W2071984725","https://openalex.org/W2185534064"],"abstract_inverted_index":{"High-performance":[0],"video":[1,7,19],"object":[2],"tracking":[3,43,120],"is":[4],"pivotal":[5],"for":[6],"comprehension":[8],"and":[9,39,60,76],"analysis.":[10],"There":[11],"exists":[12],"evident":[13],"temporal":[14,29,77],"correlation":[15],"information":[16],"among":[17],"consecutive":[18],"frames.":[20],"Nevertheless,":[21],"current":[22],"methods":[23],"fail":[24],"to":[25,32,73,106],"effectively":[26],"leverage":[27],"this":[28,47],"information,":[30],"leading":[31],"inaccurate":[33],"feature":[34,110],"representation":[35,111],"of":[36,42,90,95,112],"visual":[37],"targets":[38],"heightened":[40],"risks":[41],"failure.":[44],"To":[45],"tackle":[46],"issue,":[48],"we":[49,81,100],"introduce":[50],"a":[51,83],"novel":[52,84],"transformer-based":[53],"tracker,":[54],"dubbed":[55],"the":[56,66,92,96,102,109,113,119,125],"Video":[57],"Temporal-Spatial":[58],"Features":[59],"Long-term":[61],"Memory":[62],"(TSFLM)":[63],"tracker.":[64],"Firstly,":[65],"Encoder":[67],"sequentially":[68],"integrates":[69],"multiple":[70,133],"self-attention":[71],"modules":[72],"extract":[74],"spatial":[75],"features,":[78],"respectively.":[79],"Secondly,":[80],"design":[82],"continuous":[85],"template":[86,105],"update":[87],"module":[88],"capable":[89],"preserving":[91],"long-term":[93,103],"memory":[94,104],"target":[97],"template.":[98],"Thirdly,":[99],"employ":[101],"further":[107],"augment":[108],"input":[114],"image":[115],"(search":[116],"frame).":[117],"Finally,":[118],"results":[121],"are":[122],"derived":[123],"through":[124],"decoder.":[126],"Extensive":[127],"comparative":[128],"experiments":[129],"against":[130],"baselines":[131],"on":[132],"challenging":[134],"benchmarks":[135],"demonstrate":[136],"that":[137],"our":[138],"tracker":[139],"achieves":[140],"state-of-the-art":[141],"performance.":[142],"The":[143],"source":[144],"codes":[145],"will":[146],"be":[147],"accessible":[148],"at":[149],"https://github.com/SYLan2019/TSFLM-Tracker.":[150]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}