{"id":"https://openalex.org/W4386453660","doi":"https://doi.org/10.1109/tip.2023.3310338","title":"Translation, Association and Augmentation: Learning Cross-Modality Re-Identification From Single-Modality Annotation","display_name":"Translation, Association and Augmentation: Learning Cross-Modality Re-Identification From Single-Modality Annotation","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386453660","doi":"https://doi.org/10.1109/tip.2023.3310338","pmid":"https://pubmed.ncbi.nlm.nih.gov/37669187"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2023.3310338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2023.3310338","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/A5100778644","display_name":"Bin Yang","orcid":"https://orcid.org/0000-0003-0329-9346"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Yang","raw_affiliation_strings":["National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-0329-9346","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100450249","display_name":"Jun Chen","orcid":"https://orcid.org/0000-0003-1376-0167"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Chen","raw_affiliation_strings":["National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-1376-0167","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003807275","display_name":"Xianzheng Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianzheng Ma","raw_affiliation_strings":["National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-2405-6944","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008999954","display_name":"Mang Ye","orcid":"https://orcid.org/0000-0003-3989-7655"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mang Ye","raw_affiliation_strings":["National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-3989-7655","affiliations":[{"raw_affiliation_string":"National Engineering Research Center for Multimedia Software, School of Computer Science, Hubei Luojia Laboratory, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]},{"raw_affiliation_string":"School of Computer Science, Hubei Luojia Laboratory, National Engineering Research Center for Multimedia Software, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I37461747"],"apc_list":null,"apc_paid":null,"fwci":4.5736,"has_fulltext":false,"cited_by_count":43,"citation_normalized_percentile":{"value":0.96184234,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"32","issue":null,"first_page":"5099","last_page":"5113"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":1.0,"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":1.0,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9950000047683716,"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":0.9912999868392944,"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/modality","display_name":"Modality (human\u2013computer interaction)","score":0.8371413946151733},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7134091854095459},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7119122743606567},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5410856008529663},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5147207379341125},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4949132800102234},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.490612655878067},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4762685000896454},{"id":"https://openalex.org/keywords/translation","display_name":"Translation (biology)","score":0.4613836407661438},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.4497789740562439},{"id":"https://openalex.org/keywords/annotation","display_name":"Annotation","score":0.4194956123828888},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.41783276200294495},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3427661657333374},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.07719537615776062}],"concepts":[{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.8371413946151733},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7134091854095459},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7119122743606567},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5410856008529663},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5147207379341125},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4949132800102234},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.490612655878067},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4762685000896454},{"id":"https://openalex.org/C149364088","wikidata":"https://www.wikidata.org/wiki/Q185917","display_name":"Translation (biology)","level":4,"score":0.4613836407661438},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.4497789740562439},{"id":"https://openalex.org/C2776321320","wikidata":"https://www.wikidata.org/wiki/Q857525","display_name":"Annotation","level":2,"score":0.4194956123828888},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.41783276200294495},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3427661657333374},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.07719537615776062},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C105580179","wikidata":"https://www.wikidata.org/wiki/Q188928","display_name":"Messenger RNA","level":3,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tip.2023.3310338","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2023.3310338","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:37669187","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37669187","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":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.6800000071525574}],"awards":[{"id":"https://openalex.org/G1954054402","display_name":"\u9762\u5411\u4f4e\u7167\u5ea6\u89c6\u9891\u4fa6\u67e5\u7684\u4e09\u5143\u5149\u8c31\u884c\u4eba\u611f\u77e5\u8ffd\u8e2a\u5173\u952e\u6280\u672f\u7814\u7a76","funder_award_id":"62071338","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8800375656","display_name":null,"funder_award_id":"62176188","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"},{"id":"https://openalex.org/F4320336485","display_name":"Renmin Hospital of Wuhan University","ror":"https://ror.org/03ekhbz91"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":76,"referenced_works":["https://openalex.org/W1949591461","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2204750386","https://openalex.org/W2590973145","https://openalex.org/W2596603442","https://openalex.org/W2750183885","https://openalex.org/W2761121566","https://openalex.org/W2777534232","https://openalex.org/W2808134123","https://openalex.org/W2808260522","https://openalex.org/W2896016251","https://openalex.org/W2904949947","https://openalex.org/W2949195375","https://openalex.org/W2952476201","https://openalex.org/W2954773727","https://openalex.org/W2962859295","https://openalex.org/W2963000559","https://openalex.org/W2963047834","https://openalex.org/W2963091558","https://openalex.org/W2963588253","https://openalex.org/W2963842104","https://openalex.org/W2970390221","https://openalex.org/W2985033611","https://openalex.org/W2988852559","https://openalex.org/W2995852213","https://openalex.org/W2997877744","https://openalex.org/W2998633236","https://openalex.org/W2998792609","https://openalex.org/W3003755145","https://openalex.org/W3031865458","https://openalex.org/W3034140121","https://openalex.org/W3034494316","https://openalex.org/W3034519219","https://openalex.org/W3035038723","https://openalex.org/W3035070480","https://openalex.org/W3035673257","https://openalex.org/W3045524274","https://openalex.org/W3047363187","https://openalex.org/W3093804672","https://openalex.org/W3106572427","https://openalex.org/W3107848599","https://openalex.org/W3108381568","https://openalex.org/W3108911374","https://openalex.org/W3113448926","https://openalex.org/W3114048060","https://openalex.org/W3125736290","https://openalex.org/W3127553939","https://openalex.org/W3157802068","https://openalex.org/W3173203577","https://openalex.org/W3173902027","https://openalex.org/W3176033671","https://openalex.org/W3191697454","https://openalex.org/W3194065175","https://openalex.org/W3194940645","https://openalex.org/W3204075450","https://openalex.org/W3204330270","https://openalex.org/W3210946531","https://openalex.org/W4200316912","https://openalex.org/W4200343840","https://openalex.org/W4205828053","https://openalex.org/W4210753149","https://openalex.org/W4214891830","https://openalex.org/W4220742835","https://openalex.org/W4226144843","https://openalex.org/W4283256966","https://openalex.org/W4304083188","https://openalex.org/W4306755342","https://openalex.org/W4312236429","https://openalex.org/W4312300380","https://openalex.org/W4312350393","https://openalex.org/W4322096648","https://openalex.org/W6771395016","https://openalex.org/W6779510507","https://openalex.org/W6779765145","https://openalex.org/W6792400148"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3125968744","https://openalex.org/W2167701463","https://openalex.org/W2110287964","https://openalex.org/W4307407935","https://openalex.org/W649759291"],"abstract_inverted_index":{"Daytime":[0],"visible":[1,50,70,97,128],"modality":[2,8,90,159],"(RGB)":[3],"and":[4,84,114,129,140,158,178],"night-time":[5],"infrared":[6,51,100,130],"(IR)":[7],"person":[9,38,52],"re-identification":[10,53],"(VI-ReID)":[11],"is":[12,92,119,145],"a":[13,21,81,137,185],"challenging":[14],"cross-modality":[15,22,28,61,108],"pedestrian":[16],"retrieval":[17],"problem.":[18],"However,":[19],"training":[20],"ReID":[23],"model":[24],"requires":[25],"plenty":[26],"of":[27],"(visible-infrared)":[29],"identity":[30],"labels":[31],"that":[32,166],"are":[33],"more":[34],"expensive":[35],"than":[36],"single-modality":[37],"ReID.":[39],"To":[40,63],"alleviate":[41],"this":[42,44],"issue,":[43],"paper":[45],"studies":[46],"unsupervised":[47,173],"domain":[48,72],"adaptive":[49],"(UDA-VI-ReID)":[54],"task":[55],"without":[56],"the":[57,68,74,89,124,149,153],"reliance":[58],"on":[59],"any":[60],"annotation.":[62],"transfer":[64,96],"learned":[65],"knowledge":[66],"from":[67],"labelled":[69],"source":[71],"to":[73,95,99,122,147],"unlabelled":[75],"visible-infrared":[76,104],"target":[77],"domain,":[78],"we":[79],"propose":[80],"Translation,":[82],"Association":[83,113],"Augmentation":[85,142],"(TAA)":[86],"framework.":[87],"Specifically,":[88],"translator":[91],"firstly":[93],"utilized":[94],"image":[98,105],"image,":[101],"formulating":[102],"generated":[103],"pairs":[106],"for":[107,132,188],"supervised":[109,182],"training.":[110],"A":[111],"Robust":[112],"Mutual":[115],"Learning":[116],"(RAML)":[117],"module":[118,144],"then":[120],"designed":[121,146],"exploit":[123],"underlying":[125],"relations":[126],"between":[127],"modalities":[131],"label":[133],"noise":[134],"modeling.":[135],"Moreover,":[136],"Translation":[138],"Supervision":[139],"Feature":[141],"(TSFA)":[143],"enhance":[148],"discriminability":[150],"by":[151],"enriching":[152],"supervision":[154],"with":[155],"feature":[156],"augmentation":[157],"translation.":[160],"The":[161],"extensive":[162],"experimental":[163],"results":[164],"demonstrate":[165],"our":[167],"method":[168],"significantly":[169],"outperforms":[170],"current":[171],"state-of-the-art":[172],"methods":[174],"under":[175],"various":[176],"settings,":[177],"even":[179],"surpasses":[180],"some":[181],"counterparts,":[183],"providing":[184],"powerful":[186],"baseline":[187],"UDA-VI-ReID.":[189]},"counts_by_year":[{"year":2026,"cited_by_count":9},{"year":2025,"cited_by_count":20},{"year":2024,"cited_by_count":12},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}