{"id":"https://openalex.org/W4403212191","doi":"https://doi.org/10.1109/icecet61485.2024.10698085","title":"Aligned Divergent Pathways for Omni-Domain Generalized Person Re-Identification","display_name":"Aligned Divergent Pathways for Omni-Domain Generalized Person Re-Identification","publication_year":2024,"publication_date":"2024-07-25","ids":{"openalex":"https://openalex.org/W4403212191","doi":"https://doi.org/10.1109/icecet61485.2024.10698085"},"language":"en","primary_location":{"id":"doi:10.1109/icecet61485.2024.10698085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet61485.2024.10698085","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Electrical, Computer and Energy Technologies (ICECET","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2410.08466","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003742612","display_name":"Eugene P.W. Ang","orcid":"https://orcid.org/0000-0001-7507-6569"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Eugene P.W. Ang","raw_affiliation_strings":["Nanyang Technological University,Rapid-Rich Object Search (ROSE) Lab,Singapore,Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,Rapid-Rich Object Search (ROSE) Lab,Singapore,Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101857094","display_name":"Shan Lin","orcid":"https://orcid.org/0000-0002-3254-1923"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Shan Lin","raw_affiliation_strings":["Nanyang Technological University,Rapid-Rich Object Search (ROSE) Lab,Singapore,Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,Rapid-Rich Object Search (ROSE) Lab,Singapore,Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080977911","display_name":"Alex C. Kot","orcid":"https://orcid.org/0000-0001-6262-8125"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Alex C. Kot","raw_affiliation_strings":["Nanyang Technological University,Rapid-Rich Object Search (ROSE) Lab,Singapore,Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University,Rapid-Rich Object Search (ROSE) Lab,Singapore,Singapore","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9968000054359436,"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"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9926000237464905,"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/identification","display_name":"Identification (biology)","score":0.7157983779907227},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.617235541343689},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.526776909828186},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36382412910461426},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15078485012054443}],"concepts":[{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.7157983779907227},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.617235541343689},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.526776909828186},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36382412910461426},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15078485012054443},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icecet61485.2024.10698085","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet61485.2024.10698085","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Electrical, Computer and Energy Technologies (ICECET","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2410.08466","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.08466","pdf_url":"https://arxiv.org/pdf/2410.08466","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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":"pmh:oai:arXiv.org:2410.08466","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.08466","pdf_url":"https://arxiv.org/pdf/2410.08466","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"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"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320766","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302"},{"id":"https://openalex.org/F4320334743","display_name":"Defence Science and Technology Agency - Singapore","ror":"https://ror.org/02rvm6b03"},{"id":"https://openalex.org/F4320335334","display_name":"Defence Science and Technology Group","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4403212191.pdf","grobid_xml":"https://content.openalex.org/works/W4403212191.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W1982925187","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2204750386","https://openalex.org/W2531440880","https://openalex.org/W2585635281","https://openalex.org/W2598634450","https://openalex.org/W2603777577","https://openalex.org/W2606377603","https://openalex.org/W2748092049","https://openalex.org/W2775106887","https://openalex.org/W2785286326","https://openalex.org/W2795758732","https://openalex.org/W2884366600","https://openalex.org/W2963047834","https://openalex.org/W2967515867","https://openalex.org/W2998792609","https://openalex.org/W3023742835","https://openalex.org/W3094502228","https://openalex.org/W3100506510","https://openalex.org/W3103352455","https://openalex.org/W3108911374","https://openalex.org/W3113448926","https://openalex.org/W3125736290","https://openalex.org/W3136038792","https://openalex.org/W3173909755","https://openalex.org/W3174337559","https://openalex.org/W4312840286","https://openalex.org/W4312842598","https://openalex.org/W4379742452","https://openalex.org/W4390874178","https://openalex.org/W6728374919","https://openalex.org/W6751795773","https://openalex.org/W6762347473","https://openalex.org/W6762524871","https://openalex.org/W6784333009","https://openalex.org/W6803277222"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W4402327032"],"abstract_inverted_index":{"Person":[0,13,33,74,83,230],"Re-identification":[1],"(Person":[2],"ReID)":[3],"has":[4],"advanced":[5],"significantly":[6],"in":[7,50],"fully":[8,72],"supervised":[9,73,206],"and":[10,89,150,168,205],"domain":[11,25,203,223],"generalized":[12,142],"R":[14,34],"<tex":[15,35],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[16,36],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$e$</tex>":[17,37],"ID.":[18],"However,":[19],"methods":[20],"developed":[21],"for":[22,175,201],"one":[23],"task":[24],"transfer":[26],"poorly":[27],"to":[28,86,93,147,153],"the":[29,45,59,122,125,154,182,197,209],"other.":[30],"An":[31],"ideal":[32],"ID":[38],"method":[39,214],"should":[40,63],"be":[41],"effective":[42],"regardless":[43],"of":[44,47,124,141,156,166,221],"number":[46],"domains":[48],"involved":[49],"training":[51,56],"or":[52],"testing.":[53],"Furthermore,":[54,212],"given":[55],"data":[57],"from":[58],"target":[60],"domain,":[61],"it":[62],"perform":[64],"at":[65],"least":[66],"as":[67,69,87],"well":[68],"state-of-the-art":[70,198],"(SOTA)":[71,199],"ReID":[75,207,231],"methods.":[76],"We":[77,128],"call":[78],"this":[79,95],"paradigm":[80],"Omni-Domain":[81,227],"Generalization":[82,228],"ReID,":[84],"referred":[85],"ODG-ReID,":[88],"propose":[90],"a":[91,113,117,164,218],"way":[92],"achieve":[94],"by":[96,120],"expanding":[97],"compatible":[98],"backbone":[99],"architectures":[100],"into":[101,116],"multiple":[102],"diverse":[103],"pathways.":[104],"Our":[105,158],"method,":[106],"Aligned":[107],"Divergent":[108],"Pathways":[109],"(ADP),":[110],"first":[111],"converts":[112],"base":[114],"architecture":[115],"multi-branch":[118],"structure":[119],"copying":[121],"tail":[123],"original":[126],"backbone.":[127],"design":[129],"our":[130,188,213],"module":[131],"Dynamic":[132],"Max-Deviance":[133],"Adaptive":[134],"Instance":[135],"Normalization":[136],"(DyMAIN)":[137],"that":[138,144],"encourages":[139],"learning":[140,170],"features":[143],"are":[145],"robust":[146],"omni-domain":[148],"directions":[149],"apply":[151],"DyMAIN":[152],"branches":[155,174,186],"ADP.":[157],"proposed":[159,189],"Phased":[160],"Mixture-of-Cosines":[161],"(PMoC)":[162],"coordinates":[163],"mix":[165],"stable":[167],"turbulent":[169],"rate":[171],"schedules":[172],"among":[173],"further":[176],"diversified":[177],"learning.":[178],"Finally,":[179],"we":[180],"realign":[181],"feature":[183],"space":[184],"between":[185],"with":[187],"Dimensional":[190],"Consistency":[191],"Metric":[192],"Loss":[193],"(DCML).":[194],"ADP":[195],"outperforms":[196],"results":[200],"multi-source":[202],"generalization":[204,224],"within":[208],"same":[210],"domain.":[211],"demonstrates":[215],"improvement":[216],"on":[217],"wide":[219],"range":[220],"single-source":[222],"benchmarks,":[225],"achieving":[226],"over":[229],"tasks.":[232]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}