{"id":"https://openalex.org/W4403222982","doi":"https://doi.org/10.1145/3689095.3689103","title":"Multi-weather Cross-view Geo-localization Using Denoising Diffusion Models","display_name":"Multi-weather Cross-view Geo-localization Using Denoising Diffusion Models","publication_year":2024,"publication_date":"2024-10-08","ids":{"openalex":"https://openalex.org/W4403222982","doi":"https://doi.org/10.1145/3689095.3689103"},"language":"en","primary_location":{"id":"doi:10.1145/3689095.3689103","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3689095.3689103","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on UAVs in Multimedia: Capturing the World from a New Perspective","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1145/3689095.3689103","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003240981","display_name":"Tongtong Feng","orcid":"https://orcid.org/0000-0003-4734-5607"},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tongtong Feng","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China","Department of Computer Science and Technology, BNRist, Tsinghua University, Beijing, China","Department of Computer Science and Technology, Tsinghua University Beijing, China","Department of Electronic Engineering, Tsinghua University Beijing, China","TBSI, Shenzhen International Graduate School, Tsinghua University Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-4734-5607","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, BNRist, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"TBSI, Shenzhen International Graduate School, Tsinghua University Shenzhen, China","institution_ids":["https://openalex.org/I4210114105","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078284161","display_name":"Qing Li","orcid":"https://orcid.org/0000-0002-6823-2217"},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Li","raw_affiliation_strings":["Department of Electronic Engineering, Tsinghua University, Beijing, China","Department of Computer Science and Technology, BNRist, Tsinghua University, Beijing, China","Department of Computer Science and Technology, Tsinghua University Beijing, China","TBSI, Shenzhen International Graduate School, Tsinghua University Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-6823-2217","affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, BNRist, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"TBSI, Shenzhen International Graduate School, Tsinghua University Shenzhen, China","institution_ids":["https://openalex.org/I4210114105","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022927606","display_name":"Xin Wang","orcid":"https://orcid.org/0000-0002-0351-2939"},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Wang","raw_affiliation_strings":["Department of Computer Science and Technology, BNRist, Tsinghua University, Beijing, China","Department of Computer Science and Technology, Tsinghua University Beijing, China","Department of Electronic Engineering, Tsinghua University Beijing, China","TBSI, Shenzhen International Graduate School, Tsinghua University Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-0351-2939","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, BNRist, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"TBSI, Shenzhen International Graduate School, Tsinghua University Shenzhen, China","institution_ids":["https://openalex.org/I4210114105","https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111357277","display_name":"Mingzi Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingzi Wang","raw_affiliation_strings":["TBSI, Shenzhen International Graduate School, Tsinghua University, Shenzhen, China","Department of Computer Science and Technology, BNRist, Tsinghua University, Beijing, China","Department of Computer Science and Technology, Tsinghua University Beijing, China","Department of Electronic Engineering, Tsinghua University Beijing, China"],"raw_orcid":"https://orcid.org/0009-0004-0059-6358","affiliations":[{"raw_affiliation_string":"TBSI, Shenzhen International Graduate School, Tsinghua University, Shenzhen, China","institution_ids":["https://openalex.org/I4210114105","https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, BNRist, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University Beijing, China","institution_ids":["https://openalex.org/I99065089"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100338853","display_name":"Guangyao Li","orcid":"https://orcid.org/0000-0002-2179-8555"},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangyao Li","raw_affiliation_strings":["Department of Computer Science and Technology, Tsinghua University, Beijing, China","Department of Computer Science and Technology, BNRist, Tsinghua University, Beijing, China","Department of Computer Science and Technology, Tsinghua University Beijing, China","Department of Electronic Engineering, Tsinghua University Beijing, China","TBSI, Shenzhen International Graduate School, Tsinghua University Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-2179-8555","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, BNRist, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"TBSI, Shenzhen International Graduate School, Tsinghua University Shenzhen, China","institution_ids":["https://openalex.org/I4210114105","https://openalex.org/I99065089"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100339293","display_name":"Wenwu Zhu","orcid":"https://orcid.org/0000-0003-2236-9290"},"institutions":[{"id":"https://openalex.org/I4210114105","display_name":"Tsinghua\u2013Berkeley Shenzhen Institute","ror":"https://ror.org/02hhwwz98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210114105","https://openalex.org/I95457486","https://openalex.org/I99065089"]},{"id":"https://openalex.org/I99065089","display_name":"Tsinghua University","ror":"https://ror.org/03cve4549","country_code":"CN","type":"education","lineage":["https://openalex.org/I99065089"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenwu Zhu","raw_affiliation_strings":["Department of Computer Science and Technology, BNRist, Tsinghua University, Beijing, China","Department of Computer Science and Technology, Tsinghua University Beijing, China","Department of Electronic Engineering, Tsinghua University Beijing, China","TBSI, Shenzhen International Graduate School, Tsinghua University Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-2236-9290","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Technology, BNRist, Tsinghua University, Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Tsinghua University Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"Department of Electronic Engineering, Tsinghua University Beijing, China","institution_ids":["https://openalex.org/I99065089"]},{"raw_affiliation_string":"TBSI, Shenzhen International Graduate School, Tsinghua University Shenzhen, China","institution_ids":["https://openalex.org/I4210114105","https://openalex.org/I99065089"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":18.7815,"has_fulltext":true,"cited_by_count":20,"citation_normalized_percentile":{"value":0.99657805,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"35","last_page":"39"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10930","display_name":"Flood Risk Assessment and Management","score":0.996399998664856,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10481","display_name":"Computer Graphics and Visualization Techniques","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1704","display_name":"Computer Graphics and Computer-Aided Design"},"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":0.6206135153770447},{"id":"https://openalex.org/keywords/diffusion","display_name":"Diffusion","score":0.5573173761367798},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.5555866360664368},{"id":"https://openalex.org/keywords/image-denoising","display_name":"Image denoising","score":0.46886685490608215},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41055548191070557},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.37952011823654175},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1824667751789093},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07146233320236206}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6206135153770447},{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.5573173761367798},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.5555866360664368},{"id":"https://openalex.org/C2983327147","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Image denoising","level":3,"score":0.46886685490608215},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41055548191070557},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.37952011823654175},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1824667751789093},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07146233320236206},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/3689095.3689103","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3689095.3689103","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on UAVs in Multimedia: Capturing the World from a New Perspective","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2408.02408","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2408.02408","pdf_url":"https://arxiv.org/pdf/2408.02408","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"doi:10.1145/3689095.3689103","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3689095.3689103","pdf_url":null,"source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2nd Workshop on UAVs in Multimedia: Capturing the World from a New Perspective","raw_type":"proceedings-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.8700000047683716,"display_name":"Climate action"}],"awards":[{"id":"https://openalex.org/G3556101213","display_name":null,"funder_award_id":"BNR2023RC01003, BNR2023TD03006","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G3804170865","display_name":null,"funder_award_id":"2020AAA0106300","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G6736285812","display_name":null,"funder_award_id":"2024M751688","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"},{"id":"https://openalex.org/G8159400361","display_name":null,"funder_award_id":"62222209, 62250008, 62102222","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1990592195","https://openalex.org/W2990138404","https://openalex.org/W3035713416","https://openalex.org/W3081227581","https://openalex.org/W3138516171","https://openalex.org/W3159236515","https://openalex.org/W3194523157","https://openalex.org/W3215632849","https://openalex.org/W4221138518","https://openalex.org/W4312356563","https://openalex.org/W4317496742","https://openalex.org/W4387925408","https://openalex.org/W4390873472","https://openalex.org/W4392697187"],"related_works":["https://openalex.org/W2087258800","https://openalex.org/W2810018092","https://openalex.org/W2387428419","https://openalex.org/W4401571043","https://openalex.org/W2098237619","https://openalex.org/W1974034585","https://openalex.org/W4406054402","https://openalex.org/W4312627788","https://openalex.org/W2353444452","https://openalex.org/W2001438600"],"abstract_inverted_index":{"Cross-view":[0,58],"geo-localization":[1,78,135],"in":[2,136],"GNSS-denied":[3],"environments":[4],"aims":[5],"to":[6,62,65,96],"determine":[7],"an":[8],"unknown":[9],"location":[10],"by":[11],"matching":[12],"drone-view":[13],"images":[14,20],"with":[15,114],"the":[16,42,98],"correct":[17],"geo-tagged":[18],"satellite-view":[19],"from":[21],"a":[22,56,71,88,92,109],"large":[23],"gallery.":[24],"Recent":[25],"research":[26],"shows":[27],"that":[28,129],"learning":[29],"discriminative":[30],"image":[31,75,84],"representations":[32],"under":[33],"specific":[34],"weather":[35,48,67,138],"conditions":[36,49],"can":[37],"significantly":[38],"enhance":[39],"performance.":[40],"However,":[41],"frequent":[43],"occurrence":[44],"of":[45],"unseen":[46,66],"extreme":[47],"hinders":[50],"progress.":[51],"This":[52],"paper":[53],"introduces":[54],"MCGF,":[55],"Multi-weather":[57],"Geo-localization":[59],"Framework":[60],"designed":[61],"dynamically":[63],"adapt":[64],"conditions.":[68,139],"MCGF":[69,86,105,130],"establishes":[70],"joint":[72],"optimization":[73],"between":[74],"restoration":[76,94],"and":[77,91,119],"using":[79],"denoising":[80],"diffusion":[81],"models.":[82],"For":[83,103],"restoration,":[85],"incorporates":[87],"shared":[89],"encoder":[90],"lightweight":[93],"module":[95],"help":[97],"backbone":[99,110],"eliminate":[100],"weather-specific":[101],"information.":[102],"geo-localization,":[104],"uses":[106],"EVA-02":[107],"as":[108],"for":[111,117,122,134],"feature":[112],"extraction,":[113],"cross-entropy":[115],"loss":[116],"training":[118],"cosine":[120],"distance":[121],"testing.":[123],"Extensive":[124],"experiments":[125],"on":[126],"University160k-WX":[127],"demonstrate":[128],"achieves":[131],"competitive":[132],"results":[133],"varying":[137]},"counts_by_year":[{"year":2026,"cited_by_count":10},{"year":2025,"cited_by_count":10}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}