{"id":"https://openalex.org/W4402627303","doi":"https://doi.org/10.1109/tpami.2024.3463966","title":"Unveiling the Power of Self-Supervision for Multi-View Multi-Human Association and Tracking","display_name":"Unveiling the Power of Self-Supervision for Multi-View Multi-Human Association and Tracking","publication_year":2024,"publication_date":"2024-09-19","ids":{"openalex":"https://openalex.org/W4402627303","doi":"https://doi.org/10.1109/tpami.2024.3463966","pmid":"https://pubmed.ncbi.nlm.nih.gov/39298301"},"language":"en","primary_location":{"id":"doi:10.1109/tpami.2024.3463966","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2024.3463966","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","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/A5100721881","display_name":"Wei Feng","orcid":"https://orcid.org/0000-0003-3809-1086"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Feng","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100628012","display_name":"Feifan Wang","orcid":"https://orcid.org/0000-0002-8204-8758"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Feifan Wang","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004806106","display_name":"Ruize Han","orcid":"https://orcid.org/0000-0002-6587-8936"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruize Han","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028328901","display_name":"Yiyang Gan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210087373","display_name":"Meizu (China)","ror":"https://ror.org/0067g4302","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210087373"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiyang Gan","raw_affiliation_strings":["Meituan, Beijing, China","Meituan"],"affiliations":[{"raw_affiliation_string":"Meituan, Beijing, China","institution_ids":["https://openalex.org/I4210087373"]},{"raw_affiliation_string":"Meituan","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002497074","display_name":"Zekun Qian","orcid":null},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zekun Qian","raw_affiliation_strings":["College of Intelligence and Computing, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Intelligence and Computing, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031957432","display_name":"Junhui Hou","orcid":"https://orcid.org/0000-0003-3431-2021"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Junhui Hou","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Kowloon Tong, Hong Kong","Department of Computer Science, City University of Hong Kong, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Kowloon Tong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]},{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong","institution_ids":["https://openalex.org/I168719708"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5082259804","display_name":"Song Wang","orcid":"https://orcid.org/0000-0003-4152-5295"},"institutions":[{"id":"https://openalex.org/I155781252","display_name":"University of South Carolina","ror":"https://ror.org/02b6qw903","country_code":"US","type":"education","lineage":["https://openalex.org/I155781252"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Song Wang","raw_affiliation_strings":["Department of Computer Science and Engineering, University of South Carolina, Columbia, SC, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, University of South Carolina, Columbia, SC, USA","institution_ids":["https://openalex.org/I155781252"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100721881"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":3.2919,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.92230779,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"47","issue":"1","first_page":"351","last_page":"368"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.7712000012397766,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T10648","display_name":"Virtual Reality Applications and Impacts","score":0.7712000012397766,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6490485072135925},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.6271458864212036},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6114693880081177},{"id":"https://openalex.org/keywords/tracking","display_name":"Tracking (education)","score":0.5056233406066895},{"id":"https://openalex.org/keywords/data-association","display_name":"Data association","score":0.4870486557483673},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4775049090385437},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4468470811843872},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1967630386352539}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6490485072135925},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.6271458864212036},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6114693880081177},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.5056233406066895},{"id":"https://openalex.org/C2983325608","wikidata":"https://www.wikidata.org/wiki/Q17084606","display_name":"Data association","level":3,"score":0.4870486557483673},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4775049090385437},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4468470811843872},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1967630386352539},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tpami.2024.3463966","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tpami.2024.3463966","pdf_url":null,"source":{"id":"https://openalex.org/S199944782","display_name":"IEEE Transactions on Pattern Analysis and Machine Intelligence","issn_l":"0162-8828","issn":["0162-8828","1939-3539","2160-9292"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Pattern Analysis and Machine Intelligence","raw_type":"journal-article"},{"id":"pmid:39298301","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39298301","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 pattern analysis and machine intelligence","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G171606249","display_name":null,"funder_award_id":"U1803264","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3704551478","display_name":null,"funder_award_id":"62072334","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4278621838","display_name":null,"funder_award_id":"62422118","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8994404089","display_name":null,"funder_award_id":"62402490","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":77,"referenced_works":["https://openalex.org/W343636949","https://openalex.org/W1521019969","https://openalex.org/W1539154803","https://openalex.org/W1772361843","https://openalex.org/W1932380673","https://openalex.org/W1997520974","https://openalex.org/W2025247481","https://openalex.org/W2056250745","https://openalex.org/W2074553446","https://openalex.org/W2084652104","https://openalex.org/W2108598243","https://openalex.org/W2124781496","https://openalex.org/W2126302311","https://openalex.org/W2128294431","https://openalex.org/W2135841119","https://openalex.org/W2158634074","https://openalex.org/W2161481633","https://openalex.org/W2171243491","https://openalex.org/W2194775991","https://openalex.org/W2204750386","https://openalex.org/W2225887246","https://openalex.org/W2326925005","https://openalex.org/W2473532709","https://openalex.org/W2511791013","https://openalex.org/W2603203130","https://openalex.org/W2604234451","https://openalex.org/W2780159079","https://openalex.org/W2780358087","https://openalex.org/W2891440844","https://openalex.org/W2898097011","https://openalex.org/W2920942303","https://openalex.org/W2962803115","https://openalex.org/W2962923976","https://openalex.org/W2963289251","https://openalex.org/W2963310072","https://openalex.org/W2963351448","https://openalex.org/W2964344300","https://openalex.org/W2964700958","https://openalex.org/W2966535964","https://openalex.org/W2971476609","https://openalex.org/W2986732333","https://openalex.org/W2998456372","https://openalex.org/W3000723049","https://openalex.org/W3007061031","https://openalex.org/W3034679090","https://openalex.org/W3035442500","https://openalex.org/W3086436251","https://openalex.org/W3088021439","https://openalex.org/W3092656409","https://openalex.org/W3093228294","https://openalex.org/W3095753995","https://openalex.org/W3110389231","https://openalex.org/W3119686997","https://openalex.org/W3130588247","https://openalex.org/W3142282508","https://openalex.org/W3167949052","https://openalex.org/W3183882203","https://openalex.org/W3195775608","https://openalex.org/W3205458300","https://openalex.org/W4210275494","https://openalex.org/W4214710672","https://openalex.org/W4230371388","https://openalex.org/W4286904999","https://openalex.org/W4313156423","https://openalex.org/W4319299991","https://openalex.org/W4386076204","https://openalex.org/W4386094890","https://openalex.org/W4390874150","https://openalex.org/W4402754265","https://openalex.org/W6638523607","https://openalex.org/W6762196805","https://openalex.org/W6766351407","https://openalex.org/W6770623917","https://openalex.org/W6773699353","https://openalex.org/W6779032806","https://openalex.org/W6784333009","https://openalex.org/W6803635447"],"related_works":["https://openalex.org/W2389084676","https://openalex.org/W1998764991","https://openalex.org/W2352562594","https://openalex.org/W2158788032","https://openalex.org/W2523883203","https://openalex.org/W2031358465","https://openalex.org/W2375117482","https://openalex.org/W2062298386","https://openalex.org/W286567303","https://openalex.org/W2152866694"],"abstract_inverted_index":{"Multi-view":[0],"multi-human":[1],"association":[2],"and":[3,50,111,132,139,149,169,191],"tracking":[4],"(MvMHAT),":[5],"is":[6,45],"an":[7,84],"emerging":[8],"yet":[9],"important":[10],"problem":[11,82],"for":[12,64,74,134,165],"multi-person":[13],"scene":[14],"video":[15],"surveillance,":[16],"aiming":[17],"to":[18,32,96,143,153,193],"track":[19],"a":[20,89],"group":[21],"of":[22,99,108,130,171,183],"people":[23],"over":[24,147],"time":[25,148],"in":[26,88],"each":[27],"view,":[28],"as":[29,31],"well":[30],"identify":[33],"the":[34,41,56,62,100,114,122,128,155,166,177,181,189,194],"same":[35,42],"person":[36],"across":[37,150],"different":[38,46,172],"views":[39],"at":[40],"time,":[43],"which":[44],"from":[47],"previous":[48],"MOT":[49,52],"multi-camera":[51],"tasks":[53],"only":[54],"considering":[55,105],"over-time":[57],"human":[58],"tracking.":[59],"This":[60],"way,":[61],"videos":[63],"MvMHAT":[65],"require":[66],"more":[67,72],"complex":[68],"annotations":[69],"while":[70],"containing":[71],"information":[73],"self-learning.":[75],"In":[76],"this":[77,81],"work,":[78],"we":[79,94,120,159],"tackle":[80],"with":[83],"end-to-end":[85],"neural":[86],"network":[87,167],"self-supervised":[90,123],"learning":[91,124,138],"manner.":[92],"Specifically,":[93],"propose":[95],"take":[97],"advantage":[98],"spatial-temporal":[101],"self-consistency":[102],"rationale":[103],"by":[104],"three":[106],"properties":[107,129],"reflexivity,":[109],"symmetry,":[110],"transitivity.":[112],"Besides":[113],"reflexivity":[115],"property":[116],"that":[117],"naturally":[118],"holds,":[119],"design":[121],"losses":[125],"based":[126],"on":[127,157,176],"symmetry":[131],"transitivity,":[133],"both":[135],"appearance":[136],"feature":[137],"assignment":[140],"matrix":[141],"optimization,":[142],"associate":[144],"multiple":[145],"humans":[146],"views.":[151],"Furthermore,":[152],"promote":[154],"research":[156],"MvMHAT,":[158],"build":[160],"two":[161],"new":[162],"large-scale":[163],"benchmarks":[164,179],"training":[168],"testing":[170],"algorithms.":[173],"Extensive":[174],"experiments":[175],"proposed":[178],"verify":[180],"effectiveness":[182],"our":[184],"method.":[185],"We":[186],"have":[187],"released":[188],"benchmark":[190],"code":[192],"public.":[195]},"counts_by_year":[{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
