{"id":"https://openalex.org/W4295973428","doi":"https://doi.org/10.3390/rs14163853","title":"One-Shot Multiple Object Tracking in UAV Videos Using Task-Specific Fine-Grained Features","display_name":"One-Shot Multiple Object Tracking in UAV Videos Using Task-Specific Fine-Grained Features","publication_year":2022,"publication_date":"2022-08-09","ids":{"openalex":"https://openalex.org/W4295973428","doi":"https://doi.org/10.3390/rs14163853"},"language":"en","primary_location":{"id":"doi:10.3390/rs14163853","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14163853","pdf_url":"https://www.mdpi.com/2072-4292/14/16/3853/pdf?version=1660115110","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/14/16/3853/pdf?version=1660115110","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5064550093","display_name":"Han Wu","orcid":"https://orcid.org/0000-0003-3549-1340"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Han Wu","raw_affiliation_strings":["The School of Electronic Information, Hangzhou Dianzi University, Hangzhou 310018, China"],"affiliations":[{"raw_affiliation_string":"The School of Electronic Information, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051595025","display_name":"Jiahao Nie","orcid":"https://orcid.org/0000-0002-1474-1817"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiahao Nie","raw_affiliation_strings":["The School of Electronic Information, Hangzhou Dianzi University, Hangzhou 310018, China"],"affiliations":[{"raw_affiliation_string":"The School of Electronic Information, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046335655","display_name":"Zhiwei He","orcid":"https://orcid.org/0000-0001-7264-2019"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]},{"id":"https://openalex.org/I4210115152","display_name":"Zhejiang Institute of Special Equipment Inspection","ror":"https://ror.org/01jb3sz14","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210115152"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhiwei He","raw_affiliation_strings":["The School of Electronic Information, Hangzhou Dianzi University, Hangzhou 310018, China","Zhejiang Province Key Laboratory of Equipment Electronics, Hangzhou 310009, China"],"affiliations":[{"raw_affiliation_string":"The School of Electronic Information, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Zhejiang Province Key Laboratory of Equipment Electronics, Hangzhou 310009, China","institution_ids":["https://openalex.org/I4210115152"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063621651","display_name":"Ziming Zhu","orcid":"https://orcid.org/0000-0002-1340-3533"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziming Zhu","raw_affiliation_strings":["The School of Electronic Information, Hangzhou Dianzi University, Hangzhou 310018, China"],"affiliations":[{"raw_affiliation_string":"The School of Electronic Information, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068219856","display_name":"Mingyu Gao","orcid":"https://orcid.org/0000-0002-5930-9526"},"institutions":[{"id":"https://openalex.org/I50760025","display_name":"Hangzhou Dianzi University","ror":"https://ror.org/0576gt767","country_code":"CN","type":"education","lineage":["https://openalex.org/I50760025"]},{"id":"https://openalex.org/I4210115152","display_name":"Zhejiang Institute of Special Equipment Inspection","ror":"https://ror.org/01jb3sz14","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210115152"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingyu Gao","raw_affiliation_strings":["The School of Electronic Information, Hangzhou Dianzi University, Hangzhou 310018, China","Zhejiang Province Key Laboratory of Equipment Electronics, Hangzhou 310009, China"],"affiliations":[{"raw_affiliation_string":"The School of Electronic Information, Hangzhou Dianzi University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I50760025"]},{"raw_affiliation_string":"Zhejiang Province Key Laboratory of Equipment Electronics, Hangzhou 310009, China","institution_ids":["https://openalex.org/I4210115152"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5046335655"],"corresponding_institution_ids":["https://openalex.org/I4210115152","https://openalex.org/I50760025"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":3.0554,"has_fulltext":true,"cited_by_count":30,"citation_normalized_percentile":{"value":0.92874828,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"14","issue":"16","first_page":"3853","last_page":"3853"},"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/T11133","display_name":"UAV Applications and Optimization","score":0.9955999851226807,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9939000010490417,"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":0.8615936040878296},{"id":"https://openalex.org/keywords/bittorrent-tracker","display_name":"BitTorrent tracker","score":0.7762279510498047},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7160898447036743},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5570427775382996},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5135462284088135},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.48415499925613403},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.43796902894973755},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.43085628747940063},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.4247526228427887},{"id":"https://openalex.org/keywords/object","display_name":"Object (grammar)","score":0.3267880082130432},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.22615432739257812},{"id":"https://openalex.org/keywords/eye-tracking","display_name":"Eye tracking","score":0.09970879554748535}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8615936040878296},{"id":"https://openalex.org/C57501372","wikidata":"https://www.wikidata.org/wiki/Q2021268","display_name":"BitTorrent tracker","level":3,"score":0.7762279510498047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7160898447036743},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5570427775382996},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5135462284088135},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.48415499925613403},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.43796902894973755},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.43085628747940063},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.4247526228427887},{"id":"https://openalex.org/C2781238097","wikidata":"https://www.wikidata.org/wiki/Q175026","display_name":"Object (grammar)","level":2,"score":0.3267880082130432},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.22615432739257812},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.09970879554748535},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14163853","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14163853","pdf_url":"https://www.mdpi.com/2072-4292/14/16/3853/pdf?version=1660115110","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:9bea07ef8acd4f4c8029f559e006784e","is_oa":true,"landing_page_url":"https://doaj.org/article/9bea07ef8acd4f4c8029f559e006784e","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 16, p 3853 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/16/3853/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14163853","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14163853","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14163853","pdf_url":"https://www.mdpi.com/2072-4292/14/16/3853/pdf?version=1660115110","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1285283000","display_name":null,"funder_award_id":"No.61571394","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2312242135","display_name":null,"funder_award_id":"62001149","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3085993365","display_name":null,"funder_award_id":"(Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3555543989","display_name":null,"funder_award_id":"C0309","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5424149686","display_name":null,"funder_award_id":"61571394","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5779022366","display_name":null,"funder_award_id":"No.62001149","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7726157001","display_name":null,"funder_award_id":"Grant No.","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8863666567","display_name":null,"funder_award_id":"and No.","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":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4295973428.pdf","grobid_xml":"https://content.openalex.org/works/W4295973428.grobid-xml"},"referenced_works_count":57,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W1966136723","https://openalex.org/W1987118352","https://openalex.org/W2016135469","https://openalex.org/W2055022211","https://openalex.org/W2083049794","https://openalex.org/W2097117768","https://openalex.org/W2105934661","https://openalex.org/W2115739848","https://openalex.org/W2121091546","https://openalex.org/W2122469558","https://openalex.org/W2124781496","https://openalex.org/W2150066425","https://openalex.org/W2225887246","https://openalex.org/W2252355370","https://openalex.org/W2343841668","https://openalex.org/W2511791013","https://openalex.org/W2534578893","https://openalex.org/W2565639579","https://openalex.org/W2570343428","https://openalex.org/W2603203130","https://openalex.org/W2613718673","https://openalex.org/W2618011341","https://openalex.org/W2749203358","https://openalex.org/W2766984662","https://openalex.org/W2797915683","https://openalex.org/W2806070179","https://openalex.org/W2809595622","https://openalex.org/W2889935068","https://openalex.org/W2906499972","https://openalex.org/W2953920664","https://openalex.org/W2962777203","https://openalex.org/W2966535964","https://openalex.org/W3003490096","https://openalex.org/W3011568942","https://openalex.org/W3031594087","https://openalex.org/W3043157863","https://openalex.org/W3043370775","https://openalex.org/W3084173793","https://openalex.org/W3099887740","https://openalex.org/W3104218139","https://openalex.org/W3106763294","https://openalex.org/W3110700482","https://openalex.org/W3116469262","https://openalex.org/W3119686997","https://openalex.org/W3123692214","https://openalex.org/W3126577607","https://openalex.org/W3126794560","https://openalex.org/W3162462655","https://openalex.org/W3198958383","https://openalex.org/W3199270926","https://openalex.org/W3199298588","https://openalex.org/W4281630963","https://openalex.org/W4312473433","https://openalex.org/W6676012828","https://openalex.org/W6678664622","https://openalex.org/W6761108903"],"related_works":["https://openalex.org/W4320086059","https://openalex.org/W4210734798","https://openalex.org/W4312249400","https://openalex.org/W2405278583","https://openalex.org/W2985391290","https://openalex.org/W3093712048","https://openalex.org/W3015573086","https://openalex.org/W3159642117","https://openalex.org/W1904671147","https://openalex.org/W4313854689"],"abstract_inverted_index":{"Multiple":[0],"object":[1,28],"tracking":[2,74,194],"(MOT)":[3],"in":[4,18,40,75,143,177],"unmanned":[5],"aerial":[6],"vehicle":[7],"(UAV)":[8],"videos":[9,179],"is":[10],"a":[11,41,102,149],"fundamental":[12],"task":[13],"and":[14,30,38,86,114,122,131,185],"can":[15],"be":[16],"applied":[17],"many":[19],"fields.":[20],"MOT":[21],"consists":[22],"of":[23,159],"two":[24,61,126],"critical":[25],"procedures,":[26],"i.e.,":[27],"detection":[29,37,85,130],"re-identification":[31],"(ReID).":[32],"One-shot":[33],"MOT,":[34],"which":[35],"incorporates":[36],"ReID":[39,87],"unified":[42],"network,":[43],"has":[44],"gained":[45],"attention":[46],"due":[47],"to":[48,71,89,108,128,139,154,174],"its":[49],"fast":[50],"inference":[51],"speed.":[52],"It":[53],"significantly":[54],"reduces":[55],"the":[56,81,125,156,160,169],"computational":[57],"overhead":[58],"by":[59],"making":[60],"subtasks":[62],"share":[63],"features.":[64],"However,":[65],"most":[66],"existing":[67,135],"one-shot":[68,94,136],"trackers":[69,137],"struggle":[70,138],"achieve":[72],"robust":[73],"UAV":[76,144,178],"videos.":[77,145],"We":[78],"observe":[79],"that":[80,189],"essential":[82],"difference":[83],"between":[84,124],"leads":[88],"an":[90],"optimization":[91],"contradiction":[92],"within":[93],"networks.":[95],"To":[96],"alleviate":[97],"this":[98],"contradiction,":[99],"we":[100,147],"propose":[101],"novel":[103],"feature":[104],"decoupling":[105],"network":[106],"(FDN)":[107],"convert":[109],"shared":[110],"features":[111],"into":[112],"detection-specific":[113,162],"ReID-specific":[115],"representations.":[116,163],"The":[117],"FDN":[118],"searches":[119],"for":[120],"characteristics":[121],"commonalities":[123],"tasks":[127],"synergize":[129],"ReID.":[132],"In":[133],"addition,":[134],"locate":[140,175],"small":[141],"targets":[142,176],"Therefore,":[146],"design":[148],"pyramid":[150],"transformer":[151],"encoder":[152],"(PTE)":[153],"enrich":[155],"semantic":[157],"information":[158],"resulting":[161],"By":[164],"learning":[165],"scale-aware":[166],"fine-grained":[167],"features,":[168],"PTE":[170],"empowers":[171],"our":[172,190],"tracker":[173,191],"accurately.":[180],"Extensive":[181],"experiments":[182],"on":[183],"VisDrone2021":[184],"UAVDT":[186],"benchmarks":[187],"demonstrate":[188],"achieves":[192],"state-of-the-art":[193],"performance.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":8},{"year":2022,"cited_by_count":3}],"updated_date":"2026-03-18T14:38:29.013473","created_date":"2025-10-10T00:00:00"}
