{"id":"https://openalex.org/W4388230444","doi":"https://doi.org/10.1145/3631355","title":"Semantic Map Guided Identity Transfer GAN for Person Re-identification","display_name":"Semantic Map Guided Identity Transfer GAN for Person Re-identification","publication_year":2023,"publication_date":"2023-11-02","ids":{"openalex":"https://openalex.org/W4388230444","doi":"https://doi.org/10.1145/3631355"},"language":"en","primary_location":{"id":"doi:10.1145/3631355","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631355","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3631355","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3631355","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5107385819","display_name":"Wu Tian","orcid":"https://orcid.org/0009-0008-4508-9535"},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]},{"id":"https://openalex.org/I4210088191","display_name":"Agricultural Genomics Institute at Shenzhen","ror":"https://ror.org/0066zpp98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210088191","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Wu","raw_affiliation_strings":["Huazhong Agricultural University, China, and Shenzhen Institute of Nutrition and Health, Huazhong Agricultural University, Wuhan, China, and Shenzhen Branch, Guangdong Laboratory for Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture, Agricultural Genomics Institute at Shenzhen, Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China"],"raw_orcid":"https://orcid.org/0009-0008-4508-9535","affiliations":[{"raw_affiliation_string":"Huazhong Agricultural University, China, and Shenzhen Institute of Nutrition and Health, Huazhong Agricultural University, Wuhan, China, and Shenzhen Branch, Guangdong Laboratory for Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture, Agricultural Genomics Institute at Shenzhen, Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China","institution_ids":["https://openalex.org/I204823248","https://openalex.org/I4210088191","https://openalex.org/I4210138501"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074401878","display_name":"Rongbo Zhu","orcid":"https://orcid.org/0000-0003-1620-0560"},"institutions":[{"id":"https://openalex.org/I204823248","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294","country_code":"CN","type":"education","lineage":["https://openalex.org/I204823248"]},{"id":"https://openalex.org/I4210088191","display_name":"Agricultural Genomics Institute at Shenzhen","ror":"https://ror.org/0066zpp98","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210088191","https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]},{"id":"https://openalex.org/I4210138501","display_name":"Chinese Academy of Agricultural Sciences","ror":"https://ror.org/0313jb750","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210127390","https://openalex.org/I4210138501","https://openalex.org/I4210151987"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongbo Zhu","raw_affiliation_strings":["Huazhong Agricultural University, China, and Shenzhen Institute of Nutrition and Health, Huazhong Agricultural University, Wuhan, China, and Shenzhen Branch, Guangdong Laboratory for Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China, and South-Central Minzu University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-1620-0560","affiliations":[{"raw_affiliation_string":"Huazhong Agricultural University, China, and Shenzhen Institute of Nutrition and Health, Huazhong Agricultural University, Wuhan, China, and Shenzhen Branch, Guangdong Laboratory for Lingnan Modern Agriculture, Genome Analysis Laboratory of the Ministry of Agriculture, Agricultural Genomics Institute at Shenzhen, Chinese Academy of Agricultural Sciences, Shenzhen, China, and South-Central Minzu University, Wuhan, China","institution_ids":["https://openalex.org/I204823248","https://openalex.org/I4210088191","https://openalex.org/I4210138501"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5003203521","display_name":"Shaohua Wan","orcid":"https://orcid.org/0000-0001-7013-9081"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shaohua Wan","raw_affiliation_strings":["Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-7013-9081","affiliations":[{"raw_affiliation_string":"Shenzhen Institute for Advanced Study, University of Electronic Science and Technology of China, Shenzhen, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.0516,"has_fulltext":true,"cited_by_count":21,"citation_normalized_percentile":{"value":0.8813484,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"20","issue":"11","first_page":"1","last_page":"20"},"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/T11448","display_name":"Face recognition and analysis","score":0.9983999729156494,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9977999925613403,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.9062286615371704},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5246168375015259},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5169603228569031},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4902642071247101},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4307917356491089},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42990052700042725},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.42810872197151184},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4210259020328522},{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.4102112054824829}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9062286615371704},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5246168375015259},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5169603228569031},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4902642071247101},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4307917356491089},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42990052700042725},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.42810872197151184},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4210259020328522},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.4102112054824829},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","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":1,"locations":[{"id":"doi:10.1145/3631355","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631355","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3631355","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1145/3631355","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3631355","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3631355","source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1881802177","display_name":null,"funder_award_id":"No. 61772562 and No. 62172438","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1908731766","display_name":null,"funder_award_id":"61772562","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3494558276","display_name":null,"funder_award_id":"62172438","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7336780549","display_name":null,"funder_award_id":"2662022YJ012","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G90501703","display_name":null,"funder_award_id":"2020YFC1522900","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320324775","display_name":"Huazhong Agricultural University","ror":"https://ror.org/023b72294"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4388230444.pdf","grobid_xml":"https://content.openalex.org/works/W4388230444.grobid-xml"},"referenced_works_count":47,"referenced_works":["https://openalex.org/W1583837637","https://openalex.org/W2108598243","https://openalex.org/W2133665775","https://openalex.org/W2194775991","https://openalex.org/W2471048925","https://openalex.org/W2511791013","https://openalex.org/W2559655401","https://openalex.org/W2566149141","https://openalex.org/W2585635281","https://openalex.org/W2598634450","https://openalex.org/W2603777577","https://openalex.org/W2612690371","https://openalex.org/W2785286326","https://openalex.org/W2798429327","https://openalex.org/W2931208564","https://openalex.org/W2957037461","https://openalex.org/W2962785568","https://openalex.org/W2962793481","https://openalex.org/W2962926870","https://openalex.org/W2963073614","https://openalex.org/W2963266880","https://openalex.org/W2963289251","https://openalex.org/W2963901085","https://openalex.org/W2963978393","https://openalex.org/W2964186374","https://openalex.org/W2968039979","https://openalex.org/W2971765950","https://openalex.org/W2981959899","https://openalex.org/W3005339439","https://openalex.org/W3015271186","https://openalex.org/W3044852365","https://openalex.org/W3094099898","https://openalex.org/W3103352455","https://openalex.org/W3106811106","https://openalex.org/W3115879670","https://openalex.org/W3143996341","https://openalex.org/W3166096919","https://openalex.org/W3177342236","https://openalex.org/W3203621525","https://openalex.org/W4210933607","https://openalex.org/W4212774754","https://openalex.org/W4221037265","https://openalex.org/W4281737392","https://openalex.org/W4283706699","https://openalex.org/W4287864881","https://openalex.org/W4306874801","https://openalex.org/W6735531217"],"related_works":["https://openalex.org/W2502115930","https://openalex.org/W2482350142","https://openalex.org/W4246396837","https://openalex.org/W3126451824","https://openalex.org/W2348876715","https://openalex.org/W4385421777","https://openalex.org/W4283758926","https://openalex.org/W4391454837","https://openalex.org/W3047603829","https://openalex.org/W4295035300"],"abstract_inverted_index":{"Generative":[0],"adversarial":[1],"networks":[2],"(GANs)-based":[3],"person":[4,45,62,127],"re-identification":[5],"(re-id)":[6],"schemes":[7],"provide":[8],"potential":[9],"ways":[10],"to":[11,59,107,121,130,135],"augment":[12],"data":[13,27,37],"in":[14,38],"practical":[15],"applications.":[16],"However,":[17],"existing":[18,149],"solutions":[19],"perform":[20],"poorly":[21],"because":[22],"of":[23,26,35,68,88,155,167],"the":[24,61,66,69,86,93,109,123,126,138,148,165,171,181],"separation":[25],"generation":[28],"and":[29,32,80,83,125,159,178,183,190],"re-id":[30,46,63,128,162],"training":[31,89,117],"a":[33,44,98,114],"lack":[34],"diverse":[36],"real-world":[39],"scenarios.":[40],"In":[41],"this":[42],"paper,":[43],"model":[47],"(IDGAN)":[48],"based":[49,102],"on":[50,103,170,180],"semantic":[51,70],"map":[52],"guided":[53],"identity":[54],"transfer":[55],"GAN":[56,124],"is":[57,119,153],"proposed":[58],"improve":[60],"performance.":[64],"With":[65],"aid":[67],"map,":[71],"IDGAN":[72,96,152],"generates":[73],"pedestrian":[74],"images":[75,158,169],"with":[76,147,164],"varying":[77],"poses,":[78],"perspectives,":[79],"backgrounds":[81],"efficiently":[82],"accurately,":[84],"improving":[85],"diversity":[87],"data.":[90,140],"To":[91],"increase":[92],"visual":[94],"realism,":[95],"utilizes":[97],"gradient":[99],"augmentation":[100],"method":[101],"local":[104],"quality":[105],"attention":[106],"refine":[108],"generated":[110,139,168],"image":[111],"locally.":[112],"Then,":[113],"two-stage":[115],"joint":[116],"framework":[118],"employed":[120],"allow":[122],"network":[129],"learn":[131],"from":[132],"each":[133],"other":[134],"better":[136],"use":[137],"Detailed":[141],"experimental":[142],"results":[143],"demonstrate":[144],"that,":[145],"compared":[146],"state-of-the-art":[150],"methods,":[151],"capable":[154],"producing":[156],"high-quality":[157],"significantly":[160],"enhancing":[161],"performance,":[163],"FID":[166],"Market-1501":[172,182],"dataset":[173],"being":[174,186],"reduced":[175],"by":[176,188],"1.15,":[177],"mAP":[179],"DukeMTMC-reID":[184],"datasets":[185],"increased":[187],"3.3%":[189],"2.6%,":[191],"respectively.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":10},{"year":2024,"cited_by_count":8}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
