{"id":"https://openalex.org/W4393252628","doi":"https://doi.org/10.1109/tcsvt.2024.3382717","title":"TirSA: A Three Stage Approach for UAV-Satellite Cross-View Geo-Localization Based on Self-Supervised Feature Enhancement","display_name":"TirSA: A Three Stage Approach for UAV-Satellite Cross-View Geo-Localization Based on Self-Supervised Feature Enhancement","publication_year":2024,"publication_date":"2024-03-28","ids":{"openalex":"https://openalex.org/W4393252628","doi":"https://doi.org/10.1109/tcsvt.2024.3382717"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3382717","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3382717","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/A5101425421","display_name":"Jian Sun","orcid":"https://orcid.org/0000-0001-6270-2698"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Sun","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-6270-2698","affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Hao Sun","orcid":"https://orcid.org/0009-0006-3450-8103"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao Sun","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0009-0006-3450-8103","affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5027874662","display_name":"Lin Lei","orcid":"https://orcid.org/0000-0002-7106-5528"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lin Lei","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089424445","display_name":"Kefeng Ji","orcid":null},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kefeng Ji","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-5261-0220","affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082887216","display_name":"Gangyao Kuang","orcid":"https://orcid.org/0000-0003-2620-889X"},"institutions":[{"id":"https://openalex.org/I170215575","display_name":"National University of Defense Technology","ror":"https://ror.org/05d2yfz11","country_code":"CN","type":"education","lineage":["https://openalex.org/I170215575"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gangyao Kuang","raw_affiliation_strings":["College of Electronic Science and Technology, National University of Defense Technology, Changsha, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electronic Science and Technology, National University of Defense Technology, Changsha, China","institution_ids":["https://openalex.org/I170215575"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I170215575"],"apc_list":null,"apc_paid":null,"fwci":19.7981,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.9900869,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"34","issue":"9","first_page":"7882","last_page":"7895"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","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"}},"topics":[{"id":"https://openalex.org/T10191","display_name":"Robotics and Sensor-Based Localization","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/T12983","display_name":"Satellite Image Processing and Photogrammetry","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/T13282","display_name":"Automated Road and Building Extraction","score":0.9904000163078308,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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":0.7001301050186157},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.6527541279792786},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5920360684394836},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5552569627761841},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5342831611633301},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4834805130958557},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41655927896499634},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4154914319515228},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.16122347116470337},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.0995241105556488}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7001301050186157},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.6527541279792786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5920360684394836},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5552569627761841},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5342831611633301},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4834805130958557},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41655927896499634},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4154914319515228},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.16122347116470337},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0995241105556488},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3382717","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3382717","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":[],"awards":[{"id":"https://openalex.org/G1570160752","display_name":null,"funder_award_id":"61971426","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W1946093182","https://openalex.org/W2081418428","https://openalex.org/W2138621090","https://openalex.org/W2194775991","https://openalex.org/W2432402544","https://openalex.org/W2479919622","https://openalex.org/W2572697301","https://openalex.org/W2584637367","https://openalex.org/W2621325716","https://openalex.org/W2752782242","https://openalex.org/W2765793020","https://openalex.org/W2799087793","https://openalex.org/W2883311563","https://openalex.org/W2949736877","https://openalex.org/W2963000559","https://openalex.org/W2963474852","https://openalex.org/W2981670313","https://openalex.org/W3006871679","https://openalex.org/W3016713745","https://openalex.org/W3034680896","https://openalex.org/W3081227581","https://openalex.org/W3092933908","https://openalex.org/W3098711604","https://openalex.org/W3111278072","https://openalex.org/W3115854999","https://openalex.org/W3136792391","https://openalex.org/W3138516171","https://openalex.org/W3172084025","https://openalex.org/W3174800995","https://openalex.org/W3207216715","https://openalex.org/W3214007456","https://openalex.org/W3214744507","https://openalex.org/W4206760693","https://openalex.org/W4206982465","https://openalex.org/W4220936140","https://openalex.org/W4226255358","https://openalex.org/W4285246495","https://openalex.org/W4311415873","https://openalex.org/W4313890051","https://openalex.org/W4322576645","https://openalex.org/W4323647552","https://openalex.org/W4383750862","https://openalex.org/W4384080802","https://openalex.org/W4384519221","https://openalex.org/W4385245566","https://openalex.org/W4386076493","https://openalex.org/W4389339851","https://openalex.org/W4389987369","https://openalex.org/W6637373629","https://openalex.org/W6678815747","https://openalex.org/W6750759024","https://openalex.org/W6755207826","https://openalex.org/W6766729115","https://openalex.org/W6847364144"],"related_works":["https://openalex.org/W2503350049","https://openalex.org/W2329386257","https://openalex.org/W2397616145","https://openalex.org/W2397320258","https://openalex.org/W4324058133","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658","https://openalex.org/W4205376403","https://openalex.org/W2331410275"],"abstract_inverted_index":{"Cross-view":[0],"geo-localization":[1],"aims":[2],"to":[3,22,31,42,57,104,119,140,158,176,222],"associate":[4],"geographical":[5],"location":[6],"with":[7],"different":[8,13],"view":[9],"images":[10],"shot":[11],"from":[12,121],"platforms.":[14],"One":[15],"of":[16,37,47,61,83,162,229],"the":[17,38,45,59,93,106,115,127,148,160,168,178,184,214,223],"critical":[18],"challenges":[19],"is":[20,76,117,220],"how":[21],"effectively":[23],"emphasize":[24],"architectural":[25,63],"features":[26,46,60],"and":[27,51,90,201,209],"reducing":[28],"background":[29,52],"interference":[30],"achieve":[32],"robust":[33],"cross-view":[34],"matching.":[35],"Most":[36],"existing":[39,224],"methods":[40],"fail":[41],"adequately":[43],"address":[44],"buildings,":[48],"treating":[49],"foreground":[50,64],"equally.":[53],"Leveraging":[54],"prior":[55],"knowledge":[56],"enhance":[58,141],"crucial":[62],"yields":[65],"greater":[66],"benefits":[67],"in":[68,78,126,167,204,213],"Geo-Localization.":[69],"A":[70],"comprehensive":[71],"three":[72,84],"stage":[73],"approach":[74],"(TirSA)":[75],"proposed":[77,193],"this":[79],"paper,":[80],"which":[81],"consists":[82],"components:":[85],"Pre-processing,":[86],"Generate":[87,128],"Feature":[88,129],"Embedding,":[89],"Post-processing.":[91],"In":[92],"Pre-processing":[94],"stage,":[95,131,170],"we":[96,132,171],"employ":[97,172],"a":[98,152,173,198],"self-supervised":[99],"feature":[100,136,142],"enhancement":[101],"method":[102,175,219],"(SFEM)":[103],"obtain":[105],"building":[107,123],"aware":[108],"mask.":[109],"Without":[110],"adding":[111],"additional":[112],"auxiliary":[113],"information,":[114],"model":[116],"guided":[118],"learn":[120],"discriminative":[122],"regions.":[124],"Besides,":[125],"Embedding":[130],"propose":[133],"an":[134,227],"adaptive":[135],"integration":[137],"module":[138],"(AFIM)":[139],"representation":[143],"capability.":[144],"We":[145],"also":[146],"train":[147],"Siamese":[149],"network":[150],"using":[151],"novel":[153],"improved":[154],"cross-domain":[155],"triplet":[156],"loss":[157],"reduce":[159],"impact":[161],"inter-view":[163],"domain":[164],"gap.":[165],"Finally,":[166],"Post-processing":[169],"re-ranking":[174],"optimize":[177],"initial":[179],"retrieval":[180],"list,":[181],"further":[182],"enhancing":[183],"matching":[185],"accuracy.":[186],"Remarkably,":[187],"extensive":[188],"experiments":[189],"show":[190],"that":[191],"our":[192,218],"TirSA":[194],"exceeds":[195],"state-of-the-art":[196],"by":[197],"large":[199],"margin":[200],"achieves":[202],"optimality":[203],"both":[205],"drone-view":[206],"target":[207],"localization":[208],"drone":[210,215],"navigation.":[211],"Especially":[212],"navigation":[216],"task,":[217],"superior":[221],"methods,":[225],"achieving":[226],"improvement":[228],"approximately":[230],"5%.":[231],"Code":[232],"will":[233],"be":[234],"released":[235],"at":[236],"https://github.com/SunJ1025/TirSA.":[237]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}