{"id":"https://openalex.org/W7162650266","doi":"https://doi.org/10.1109/tip.2026.3694135","title":"SD-ReID: View-Aware Stable Diffusion for Aerial-Ground Person Re-Identification","display_name":"SD-ReID: View-Aware Stable Diffusion for Aerial-Ground Person Re-Identification","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7162650266","doi":"https://doi.org/10.1109/tip.2026.3694135","pmid":"https://pubmed.ncbi.nlm.nih.gov/42208026"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2026.3694135","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2026.3694135","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5100633632","display_name":"Yue Wang","orcid":"https://orcid.org/0000-0003-0098-5359"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuhao Wang","raw_affiliation_strings":["School of Future Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0009-0000-7906-0329","affiliations":[{"raw_affiliation_string":"School of Future Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126317956","display_name":"Xiang Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Hu","raw_affiliation_strings":["School of Future Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0009-0004-5119-3102","affiliations":[{"raw_affiliation_string":"School of Future Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100331157","display_name":"Lixin Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lixin Wang","raw_affiliation_strings":["School of Future Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Future Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5137265423","display_name":"Pingping Zhang","orcid":"https://orcid.org/0000-0003-1206-1444"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pingping Zhang","raw_affiliation_strings":["School of Future Technology, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0003-1206-1444","affiliations":[{"raw_affiliation_string":"School of Future Technology, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5137202354","display_name":"Huchuan Lu","orcid":"https://orcid.org/0000-0002-6668-9758"},"institutions":[{"id":"https://openalex.org/I27357992","display_name":"Dalian University of Technology","ror":"https://ror.org/023hj5876","country_code":"CN","type":"education","lineage":["https://openalex.org/I27357992"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huchuan Lu","raw_affiliation_strings":["School of Information and Communication Engineering, Dalian University of Technology, Dalian, China"],"raw_orcid":"https://orcid.org/0000-0002-6668-9758","affiliations":[{"raw_affiliation_string":"School of Information and Communication Engineering, Dalian University of Technology, Dalian, China","institution_ids":["https://openalex.org/I27357992"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I27357992"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.67019216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"35","issue":null,"first_page":"5686","last_page":"5697"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.6460000276565552,"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":0.6460000276565552,"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":0.1843000054359436,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.04010000079870224,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/diffusion","display_name":"Diffusion","score":0.4397999942302704},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.37139999866485596},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2736000120639801},{"id":"https://openalex.org/keywords/surface-fitting","display_name":"Surface fitting","score":0.2667999863624573}],"concepts":[{"id":"https://openalex.org/C69357855","wikidata":"https://www.wikidata.org/wiki/Q163214","display_name":"Diffusion","level":2,"score":0.4397999942302704},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.37139999866485596},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3181999921798706},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2928999960422516},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.2775000035762787},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.27730000019073486},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2736000120639801},{"id":"https://openalex.org/C2984999661","wikidata":"https://www.wikidata.org/wiki/Q603159","display_name":"Surface fitting","level":3,"score":0.2667999863624573},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25200000405311584},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.2515000104904175}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2026.3694135","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2026.3694135","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"},{"id":"pmid:42208026","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/42208026","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on image processing : a publication of the IEEE Signal Processing Society","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3841514049","display_name":null,"funder_award_id":"DUT25YG262","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5404566759","display_name":null,"funder_award_id":"2023JJ11CG001","funder_id":"https://openalex.org/F4320336584","funder_display_name":"Dalian Science and Technology Innovation Fund"},{"id":"https://openalex.org/G6565953950","display_name":null,"funder_award_id":"62576069","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8062186379","display_name":null,"funder_award_id":"DUT24YG135","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8852175962","display_name":null,"funder_award_id":"2025-MS-025","funder_id":"https://openalex.org/F4320323086","funder_display_name":"Natural Science Foundation of Liaoning Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323086","display_name":"Natural Science Foundation of Liaoning Province","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320336584","display_name":"Dalian Science and Technology Innovation Fund","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Aerial-Ground":[0],"Person":[1],"Re-IDentification":[2],"(AG-ReID)":[3],"aims":[4],"to":[5,21,64,85,106,127,143,161],"retrieve":[6,162],"specific":[7],"persons":[8],"across":[9],"cameras":[10],"with":[11,111],"different":[12,91],"viewpoints.":[13,31],"Previous":[14],"works":[15],"focus":[16],"on":[17,167],"designing":[18,42],"discriminative":[19],"models":[20,84,190],"maintain":[22],"the":[23,54,61,87,122,139,145,179],"identity":[24,96,115],"consistency":[25],"despite":[26],"drastic":[27],"changes":[28],"in":[29,59],"camera":[30],"The":[32,185],"core":[33],"idea":[34],"behind":[35],"these":[36,69,133],"methods":[37],"is":[38,46],"quite":[39],"natural,":[40],"but":[41],"a":[43,47,73,103],"view-robust":[44],"model":[45,105,126],"very":[48],"challenging":[49],"task.":[50],"Moreover,":[51],"they":[52],"overlook":[53],"contribution":[55],"of":[56,90,181],"view-specific":[57],"features":[58,158],"enhancing":[60],"model's":[62],"ability":[63],"represent":[65],"persons.":[66,164],"To":[67],"address":[68],"issues,":[70],"we":[71,100,137],"propose":[72],"novel":[74],"generative":[75,83],"framework":[76],"named":[77],"SD-ReID":[78],"for":[79],"AG-ReID,":[80],"which":[81],"leverages":[82],"mimic":[86],"feature":[88],"distribution":[89],"views":[92],"while":[93],"extracting":[94],"robust":[95],"representations.":[97],"More":[98],"specifically,":[99],"first":[101],"train":[102],"ViT-based":[104],"extract":[107],"person":[108,129,154],"representations":[109,130,155],"along":[110],"controllable":[112,134],"conditions,":[113],"including":[114],"and":[116,149,156,176,188],"view":[117],"conditions.":[118,135],"We":[119],"then":[120],"fine-tune":[121],"Stable":[123],"Diffusion":[124],"(SD)":[125],"enhance":[128],"guided":[131],"by":[132],"Furthermore,":[136],"introduce":[138],"View-Refined":[140],"Decoder":[141],"(VRD)":[142],"bridge":[144],"gap":[146],"between":[147],"instance-level":[148],"global-level":[150],"features.":[151],"Finally,":[152],"both":[153],"all-view":[157],"are":[159,191],"employed":[160],"target":[163],"Extensive":[165],"experiments":[166],"five":[168],"AG-ReID":[169],"benchmarks":[170],"(i.e.,":[171],"CARGO,":[172],"AG-ReIDv1,":[173],"AG-ReIDv2,":[174],"LAGPeR":[175],"G2APS-ReID)":[177],"demonstrate":[178],"effectiveness":[180],"our":[182],"proposed":[183],"method.":[184],"source":[186],"code":[187],"pre-trained":[189],"available":[192],"at":[193],"https://github.com/924973292/SD-ReID.":[194]},"counts_by_year":[],"updated_date":"2026-06-03T06:16:58.514037","created_date":"2026-05-29T00:00:00"}