{"id":"https://openalex.org/W3215443952","doi":"https://doi.org/10.5220/0010836600003124","title":"UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-identification in Video Imagery","display_name":"UAV-ReID: A Benchmark on Unmanned Aerial Vehicle Re-identification in Video Imagery","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W3215443952","doi":"https://doi.org/10.5220/0010836600003124","mag":"3215443952"},"language":"en","primary_location":{"id":"doi:10.5220/0010836600003124","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010836600003124","pdf_url":null,"source":{"id":"https://openalex.org/S4363608825","display_name":"Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.5220/0010836600003124","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5049830175","display_name":"Daniel Organisciak","orcid":"https://orcid.org/0000-0003-2000-5442"},"institutions":[{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Daniel Organisciak","raw_affiliation_strings":["Department of Computer and Information Sciences, Northumbria University, Newcastle upon Tyne, U.K., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Northumbria University, Newcastle upon Tyne, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I32394136"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078296568","display_name":"Matthew Poyser","orcid":null},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Matthew Poyser","raw_affiliation_strings":["Department of Computer Science, Durham University, Durham, U.K., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Durham University, Durham, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021461671","display_name":"Aishah Alsehaim","orcid":null},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Aishah Alsehaim","raw_affiliation_strings":["Department of Computer Science, Durham University, Durham, U.K., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Durham University, Durham, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032967589","display_name":"Shanfeng Hu","orcid":"https://orcid.org/0000-0002-0709-8384"},"institutions":[{"id":"https://openalex.org/I32394136","display_name":"Northumbria University","ror":"https://ror.org/049e6bc10","country_code":"GB","type":"education","lineage":["https://openalex.org/I32394136"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Shanfeng Hu","raw_affiliation_strings":["Department of Computer and Information Sciences, Northumbria University, Newcastle upon Tyne, U.K., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Northumbria University, Newcastle upon Tyne, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I32394136"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080585750","display_name":"Brian K. S. Isaac-Medina","orcid":null},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Brian Isaac-Medina","raw_affiliation_strings":["Department of Computer Science, Durham University, Durham, U.K., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Durham University, Durham, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045115593","display_name":"Toby P. Breckon","orcid":"https://orcid.org/0000-0003-1666-7590"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Toby Breckon","raw_affiliation_strings":["Department of Computer Science, Durham University, Durham, U.K., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Durham University, Durham, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I190082696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038258635","display_name":"Hubert P. H. Shum","orcid":"https://orcid.org/0000-0001-5651-6039"},"institutions":[{"id":"https://openalex.org/I190082696","display_name":"Durham University","ror":"https://ror.org/01v29qb04","country_code":"GB","type":"education","lineage":["https://openalex.org/I190082696"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Hubert Shum","raw_affiliation_strings":["Department of Computer Science, Durham University, Durham, U.K., --- Select a Country ---"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Durham University, Durham, U.K., --- Select a Country ---","institution_ids":["https://openalex.org/I190082696"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5038258635"],"corresponding_institution_ids":["https://openalex.org/I190082696"],"apc_list":null,"apc_paid":null,"fwci":0.3612,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.65670897,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"136","last_page":"146"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9994999766349792,"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":0.9958000183105469,"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/benchmark","display_name":"Benchmark (surveying)","score":0.756435215473175},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6218760013580322},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5952021479606628},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5837218165397644},{"id":"https://openalex.org/keywords/aerial-imagery","display_name":"Aerial imagery","score":0.5602312684059143},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5577326416969299},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5143131017684937},{"id":"https://openalex.org/keywords/remotely-operated-underwater-vehicle","display_name":"Remotely operated underwater vehicle","score":0.4204613268375397},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.22552570700645447},{"id":"https://openalex.org/keywords/mobile-robot","display_name":"Mobile robot","score":0.21273711323738098},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.17127007246017456},{"id":"https://openalex.org/keywords/robot","display_name":"Robot","score":0.1583641767501831}],"concepts":[{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.756435215473175},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6218760013580322},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5952021479606628},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5837218165397644},{"id":"https://openalex.org/C2987819851","wikidata":"https://www.wikidata.org/wiki/Q191839","display_name":"Aerial imagery","level":2,"score":0.5602312684059143},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5577326416969299},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5143131017684937},{"id":"https://openalex.org/C145424490","wikidata":"https://www.wikidata.org/wiki/Q618465","display_name":"Remotely operated underwater vehicle","level":4,"score":0.4204613268375397},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.22552570700645447},{"id":"https://openalex.org/C19966478","wikidata":"https://www.wikidata.org/wiki/Q4810574","display_name":"Mobile robot","level":3,"score":0.21273711323738098},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.17127007246017456},{"id":"https://openalex.org/C90509273","wikidata":"https://www.wikidata.org/wiki/Q11012","display_name":"Robot","level":2,"score":0.1583641767501831},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.5220/0010836600003124","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010836600003124","pdf_url":null,"source":{"id":"https://openalex.org/S4363608825","display_name":"Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:dro.dur.ac.uk.OAI2:34694","is_oa":false,"landing_page_url":"http://dro.dur.ac.uk/34694/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196258","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"2022 17th International Conference on Computer Vision Theory and Applications [Conference proceedings]","raw_type":"Conference item"},{"id":"pmh:oai:durham-repository.worktribe.com:1138956","is_oa":true,"landing_page_url":"https://durham-repository.worktribe.com/output/1138956","pdf_url":null,"source":{"id":"https://openalex.org/S4306400188","display_name":"Durham Research Online (Durham University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I190082696","host_organization_name":"Durham University","host_organization_lineage":["https://openalex.org/I190082696"],"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":null,"raw_type":"acceptedVersion"}],"best_oa_location":{"id":"doi:10.5220/0010836600003124","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0010836600003124","pdf_url":null,"source":{"id":"https://openalex.org/S4363608825","display_name":"Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1836465849","https://openalex.org/W1997765621","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2467139031","https://openalex.org/W2520433280","https://openalex.org/W2520774990","https://openalex.org/W2549139847","https://openalex.org/W2572730214","https://openalex.org/W2598634450","https://openalex.org/W2603203130","https://openalex.org/W2766881959","https://openalex.org/W2770739811","https://openalex.org/W2884366600","https://openalex.org/W2890715498","https://openalex.org/W2949117887","https://openalex.org/W2962706983","https://openalex.org/W2962926870","https://openalex.org/W2963180826","https://openalex.org/W2963775347","https://openalex.org/W2963842104","https://openalex.org/W2963854696","https://openalex.org/W2967515867","https://openalex.org/W2977248885","https://openalex.org/W2979152723","https://openalex.org/W2981393651","https://openalex.org/W2981684125","https://openalex.org/W2984145721","https://openalex.org/W2988916019","https://openalex.org/W2989663908","https://openalex.org/W2990154685","https://openalex.org/W2991240825","https://openalex.org/W2998508940","https://openalex.org/W2998792609","https://openalex.org/W3016641475","https://openalex.org/W3028752951","https://openalex.org/W3035466700","https://openalex.org/W3035645942","https://openalex.org/W3036601606","https://openalex.org/W3038015278","https://openalex.org/W3093488670","https://openalex.org/W3094502228","https://openalex.org/W3100260313","https://openalex.org/W3107355610","https://openalex.org/W3122355806","https://openalex.org/W3129845173","https://openalex.org/W3194236473","https://openalex.org/W3198655720","https://openalex.org/W4287326041","https://openalex.org/W4288944547","https://openalex.org/W4292692470","https://openalex.org/W4309845474"],"related_works":["https://openalex.org/W2071768959","https://openalex.org/W4319442894","https://openalex.org/W2378211422","https://openalex.org/W2921408402","https://openalex.org/W2290286193","https://openalex.org/W2982615283","https://openalex.org/W4312767556","https://openalex.org/W4312370102","https://openalex.org/W2745001401","https://openalex.org/W4321353415"],"abstract_inverted_index":{"As":[0],"unmanned":[1],"aerial":[2],"vehicles":[3],"(UAV)":[4],"become":[5],"more":[6,171],"accessible":[7],"with":[8,32],"a":[9,33,42,53,130,160],"growing":[10],"range":[11],"of":[12,15,41,79,107,185],"applications,&#13;\\nthe":[13],"risk":[14],"UAV":[16,98,163],"disruption":[17],"increases.":[18],"Recent":[19],"development":[20,106],"in":[21,91,110],"deep":[22,138],"learning":[23,139],"allows":[24],"vision-based&#13;\\ncounter-UAV":[25],"systems":[26],"to":[27,48,69,76,88,103,120,158,182],"detect":[28],"and":[29,74,93,118,126,141,147],"track":[30],"UAVs":[31,50],"single":[34,43],"camera.":[35],"However,":[36],"the":[37,77,96,105,170,179],"limited":[38],"eld":[39],"of&#13;\\nview":[40],"camera":[44],"necessitates":[45],"multi-camera":[46,111],"congurations":[47],"match":[49,70],"across":[51,72,124],"viewpoints&#13;\\n{":[52],"problem":[54],"known":[55],"as":[56],"re-identication":[57,99],"(Re-ID).":[58],"While":[59],"there":[60],"has":[61,114],"been":[62],"extensive":[63],"research":[64],"on":[65],"person&#13;\\nand":[66],"vehicle":[67],"Re-ID":[68,82,122,137],"objects":[71],"time":[73],"viewpoints,":[75],"best":[78],"our":[80],"knowledge,&#13;\\nUAV":[81],"remains":[83],"unresearched":[84],"but":[85],"challenging":[86],"due":[87],"great":[89],"dierences":[90],"scale":[92,127],"pose.":[94],"We&#13;\\npropose":[95],"rst":[97],"data":[100],"set,":[101],"UAV-reID,":[102],"facilitate":[104],"machine&#13;\\nlearning":[108],"solutions":[109],"environments.":[112],"UAV-reID":[113],"two":[115],"sub-challenges:":[116],"Temporally-&#13;\\nNear":[117],"Big-to-Small":[119],"evaluate":[121],"performance":[123],"viewpoints":[125],"respectively.&#13;\\nWe":[128],"conduct":[129],"benchmark":[131],"study":[132],"by":[133],"extensively":[134],"evaluating":[135],"dierent":[136],"based&#13;\\napproaches":[140],"their":[142],"variants,":[143],"spanning":[144],"both":[145],"convolutional":[146],"transformer":[148],"architectures.":[149],"Under&#13;\\nthe":[150],"optimal":[151],"conguration,":[152],"such":[153],"approaches":[154],"are":[155,178],"suciently":[156],"powerful":[157],"learn":[159],"well-performing&#13;\\nrepresentation":[161],"for":[162,166,169],"(81.9%":[164],"mAP":[165],"Temporally-Near,":[167],"46.5%":[168],"dicult":[172],"Big-to-&#13;\\nSmall":[173],"challenge),":[174],"while":[175],"vision":[176],"transformers":[177],"most":[180],"robust":[181],"extreme":[183],"variance":[184],"scale.":[186]},"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
