{"id":"https://openalex.org/W4407937896","doi":"https://doi.org/10.1109/tgrs.2025.3545081","title":"TLSH-MOT: Drone-View Video Multiple Object Tracking via Transformer-Based Locally Sensitive Hash","display_name":"TLSH-MOT: Drone-View Video Multiple Object Tracking via Transformer-Based Locally Sensitive Hash","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407937896","doi":"https://doi.org/10.1109/tgrs.2025.3545081"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2025.3545081","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3545081","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","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/A5101971645","display_name":"Yubin Yuan","orcid":"https://orcid.org/0000-0002-4604-7942"},"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":true,"raw_author_name":"Yubin Yuan","raw_affiliation_strings":["College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Electronic and Information Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Electronic and Information Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104351450","display_name":"Yiquan Wu","orcid":null},"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":"Yiquan Wu","raw_affiliation_strings":["College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Electronic and Information Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Electronic and Information Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005817259","display_name":"Langyue Zhao","orcid":null},"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":"Langyue Zhao","raw_affiliation_strings":["College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Electronic and Information Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Electronic and Information Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100400515","display_name":"Yuqi Liu","orcid":"https://orcid.org/0000-0002-6699-5982"},"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":"Yuqi Liu","raw_affiliation_strings":["College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Electronic and Information Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Electronic and Information Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064742440","display_name":"Yaxuan Pang","orcid":null},"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":"Yaxuan Pang","raw_affiliation_strings":["College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","College of Electronic and Information Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"College of Electronic and Information Engineering, Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Electronic and Information Engineering Nanjing University of Aeronautics and Astronautics, Nanjing, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101971645"],"corresponding_institution_ids":["https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":6.256,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.96078591,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9979000091552734,"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":0.9979000091552734,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9950000047683716,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.991100013256073,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7355221509933472},{"id":"https://openalex.org/keywords/drone","display_name":"Drone","score":0.5943377017974854},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.5775665640830994},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.5609742999076843},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5498332381248474},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48674559593200684},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.41567787528038025},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.3471570611000061},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1834031343460083},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08032265305519104}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7355221509933472},{"id":"https://openalex.org/C59519942","wikidata":"https://www.wikidata.org/wiki/Q650665","display_name":"Drone","level":2,"score":0.5943377017974854},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.5775665640830994},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.5609742999076843},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5498332381248474},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48674559593200684},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.41567787528038025},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.3471570611000061},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1834031343460083},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08032265305519104},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2025.3545081","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3545081","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy","score":0.5699999928474426}],"awards":[{"id":"https://openalex.org/G2744459430","display_name":null,"funder_award_id":"61573183","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W2962777203","https://openalex.org/W3043157863","https://openalex.org/W3117093638","https://openalex.org/W3119686997","https://openalex.org/W3203510176","https://openalex.org/W3210997334","https://openalex.org/W3213667102","https://openalex.org/W3217397355","https://openalex.org/W4205396261","https://openalex.org/W4212841652","https://openalex.org/W4221162155","https://openalex.org/W4286904999","https://openalex.org/W4293027575","https://openalex.org/W4304479854","https://openalex.org/W4310467366","https://openalex.org/W4312473433","https://openalex.org/W4312504688","https://openalex.org/W4312689495","https://openalex.org/W4312695107","https://openalex.org/W4312806165","https://openalex.org/W4312906297","https://openalex.org/W4312968440","https://openalex.org/W4313117614","https://openalex.org/W4315750678","https://openalex.org/W4317794944","https://openalex.org/W4324290705","https://openalex.org/W4362501010","https://openalex.org/W4375928882","https://openalex.org/W4376275495","https://openalex.org/W4376455394","https://openalex.org/W4379382402","https://openalex.org/W4379799985","https://openalex.org/W4385245566","https://openalex.org/W4386108444","https://openalex.org/W4386918943","https://openalex.org/W4387092360","https://openalex.org/W4387885877","https://openalex.org/W4389104919","https://openalex.org/W4390467891","https://openalex.org/W4396941362","https://openalex.org/W4399485352","https://openalex.org/W6788023325","https://openalex.org/W6801564760","https://openalex.org/W6810826495","https://openalex.org/W6839744764","https://openalex.org/W6846111883"],"related_works":["https://openalex.org/W4229448053","https://openalex.org/W4247925126","https://openalex.org/W4327774218","https://openalex.org/W2059768187","https://openalex.org/W4312858960","https://openalex.org/W4386036939","https://openalex.org/W4379143281","https://openalex.org/W2605096541","https://openalex.org/W3200286695","https://openalex.org/W4212885606"],"abstract_inverted_index":{"Multiple":[0],"object":[1,28],"tracking":[2,131,207],"(MOT)":[3],"plays":[4],"an":[5],"essential":[6],"role":[7],"in":[8,27,40,49,67,174,202],"drone-view":[9,68],"remote":[10,69,156,204],"sensing":[11,70,157,205],"applications,":[12],"such":[13,50],"as":[14],"urban":[15],"management,":[16],"emergency":[17],"rescue,":[18],"and":[19,30,38,77,89,105,120,125,188,192],"maritime":[20],"monitoring.":[21],"However,":[22],"due":[23],"to":[24,45,115,149],"large":[25],"variations":[26],"scale":[29],"position,":[31],"the":[32,152,198,203],"frequent":[33],"feature":[34,75,142,147,168],"loss":[35],"across":[36,102],"frames,":[37],"difficulties":[39],"matching,":[41,169],"traditional":[42],"methods":[43],"struggle":[44],"achieve":[46],"high-tracking":[47],"accuracy":[48,185],"challenging":[51],"environments.":[52],"To":[53],"address":[54],"these":[55],"issues,":[56],"we":[57],"propose":[58],"a":[59,73,83,90,108,139,160],"Transformer-based":[60],"locally":[61],"sensitive":[62,162],"hash":[63,163],"MOT":[64,184],"(TLSH-MOT)":[65],"method":[66],"scenarios.":[71,177],"First,":[72],"frame-level":[74],"extraction":[76],"enhancement":[78,141],"module":[79],"is":[80,113,212],"introduced,":[81],"integrating":[82],"nominee":[84],"proposal":[85],"generation":[86],"(NPG)":[87],"unit":[88],"tilt":[91],"convolutional":[92],"vision":[93],"Transformer":[94],"(ViT),":[95],"which":[96,196],"enables":[97],"adaptive":[98],"detection":[99],"of":[100,155,186,200],"objects":[101],"varying":[103],"scales":[104],"perspectives.":[106],"Next,":[107],"spatiotemporal":[109],"memory":[110,127],"(STM)":[111],"structure":[112],"designed":[114],"mitigate":[116],"instantaneous":[117],"environmental":[118],"interference":[119],"periodic":[121],"changes":[122],"using":[123],"short-term":[124],"long-term":[126],"blocks,":[128],"thereby":[129],"enhancing":[130],"stability":[132],"under":[133],"complex":[134],"meteorological":[135],"conditions.":[136],"In":[137],"addition,":[138],"temporal":[140],"decoder":[143],"(TEFD)":[144],"fuses":[145],"multisource":[146],"information":[148],"better":[150],"understand":[151],"motion":[153],"patterns":[154],"objects.":[158],"Finally,":[159],"local":[161],"(LSH)":[164],"IDLinker":[165],"ensures":[166],"efficient":[167],"significantly":[170],"improving":[171],"trajectory":[172],"association":[173],"large-scale":[175],"monitoring":[176],"Experimental":[178],"results":[179],"show":[180],"that":[181],"TLSH-MOT":[182,201],"achieves":[183],"40.7%":[187],"62.2%":[189],"on":[190],"VisDrone":[191],"UAVDT":[193],"datasets,":[194],"respectively,":[195],"verifies":[197],"superiority":[199],"video":[206],"field.":[208],"The":[209],"framework\u2019s":[210],"code":[211],"released":[213],"at:":[214],"<uri":[215],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[216],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/YubinYuan/TLSH-MOT</uri>.":[217]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}