{"id":"https://openalex.org/W2791846793","doi":"https://doi.org/10.1145/3131672.3136991","title":"Towards Self-supervised Face Labeling via Cross-modality Association","display_name":"Towards Self-supervised Face Labeling via Cross-modality Association","publication_year":2017,"publication_date":"2017-11-06","ids":{"openalex":"https://openalex.org/W2791846793","doi":"https://doi.org/10.1145/3131672.3136991","mag":"2791846793"},"language":"en","primary_location":{"id":"doi:10.1145/3131672.3136991","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3131672.3136991","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"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/A5030505775","display_name":"Chris Xiaoxuan Lu","orcid":"https://orcid.org/0000-0002-3733-4480"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Chris Xiaoxuan Lu","raw_affiliation_strings":["Department of Computer Science, University of Oxford"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oxford","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020981458","display_name":"Xuan Kan","orcid":"https://orcid.org/0000-0003-0039-8314"},"institutions":[{"id":"https://openalex.org/I97750245","display_name":"Software (Spain)","ror":"https://ror.org/02ethns06","country_code":"ES","type":"company","lineage":["https://openalex.org/I4210087817","https://openalex.org/I97750245"]},{"id":"https://openalex.org/I116953780","display_name":"Tongji University","ror":"https://ror.org/03rc6as71","country_code":"CN","type":"education","lineage":["https://openalex.org/I116953780"]}],"countries":["CN","ES"],"is_corresponding":false,"raw_author_name":"Xuan Kan","raw_affiliation_strings":["College of Software Engineering, Tongji University"],"affiliations":[{"raw_affiliation_string":"College of Software Engineering, Tongji University","institution_ids":["https://openalex.org/I116953780","https://openalex.org/I97750245"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047782253","display_name":"Stefano Rosa","orcid":"https://orcid.org/0000-0001-6458-6344"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Stefano Rosa","raw_affiliation_strings":["Department of Computer Science, University of Oxford"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oxford","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081507644","display_name":"Bowen Du","orcid":"https://orcid.org/0000-0002-3755-4870"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Bowen Du","raw_affiliation_strings":["Department of Computer Science, University of Warwick"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053684989","display_name":"Hongkai Wen","orcid":"https://orcid.org/0000-0003-1159-090X"},"institutions":[{"id":"https://openalex.org/I39555362","display_name":"University of Warwick","ror":"https://ror.org/01a77tt86","country_code":"GB","type":"education","lineage":["https://openalex.org/I39555362"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hongkai Wen","raw_affiliation_strings":["Department of Computer Science, University of Warwick"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Warwick","institution_ids":["https://openalex.org/I39555362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060183988","display_name":"Andrew Markham","orcid":"https://orcid.org/0000-0001-5716-3941"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Andrew Markham","raw_affiliation_strings":["Department of Computer Science, University of Oxford"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oxford","institution_ids":["https://openalex.org/I40120149"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5010637110","display_name":"Niki Trigoni","orcid":"https://orcid.org/0000-0001-6236-9645"},"institutions":[{"id":"https://openalex.org/I40120149","display_name":"University of Oxford","ror":"https://ror.org/052gg0110","country_code":"GB","type":"education","lineage":["https://openalex.org/I40120149"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Niki Trigoni","raw_affiliation_strings":["Department of Computer Science, University of Oxford"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Oxford","institution_ids":["https://openalex.org/I40120149"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5030505775"],"corresponding_institution_ids":["https://openalex.org/I40120149"],"apc_list":null,"apc_paid":null,"fwci":0.277,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.66811016,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"2"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9968000054359436,"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/T11448","display_name":"Face recognition and analysis","score":0.9968000054359436,"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/T10057","display_name":"Face and Expression Recognition","score":0.9900000095367432,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9828000068664551,"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":0.6941992044448853},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6081886887550354},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.607819139957428},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5167357325553894},{"id":"https://openalex.org/keywords/association","display_name":"Association (psychology)","score":0.5140987038612366},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3267059624195099},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.16079071164131165},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.07452893257141113}],"concepts":[{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6941992044448853},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6081886887550354},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.607819139957428},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5167357325553894},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.5140987038612366},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3267059624195099},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.16079071164131165},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.07452893257141113},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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":1,"locations":[{"id":"doi:10.1145/3131672.3136991","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3131672.3136991","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 15th ACM Conference on Embedded Network Sensor Systems","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.6499999761581421}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":2,"referenced_works":["https://openalex.org/W2606684806","https://openalex.org/W3101998545"],"related_works":["https://openalex.org/W2385859805","https://openalex.org/W2530972254","https://openalex.org/W2374013449","https://openalex.org/W73545470","https://openalex.org/W2364381299","https://openalex.org/W2374430585","https://openalex.org/W2352440174","https://openalex.org/W4309440960","https://openalex.org/W3144423903","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Face":[0],"recognition":[1,37,64],"has":[2],"become":[3],"the":[4,43,46,61,103,126,129,140,156],"de":[5],"facto":[6],"authentication":[7],"solution":[8],"in":[9,25,45,122,150],"a":[10,72,76,110,151],"broad":[11],"spectrum":[12],"of":[13,27,60,79],"applications,":[14],"from":[15],"smart":[16,123,135,152],"buildings,":[17],"to":[18,42,68,83,113,132],"industrial":[19],"monitoring":[20],"and":[21,55,88,95,155],"security":[22],"services.":[23],"However,":[24,86],"many":[26],"those":[28],"real-world":[29],"scenarios,":[30],"tracking":[31],"or":[32],"identifying":[33],"people":[34],"with":[35,118],"facial":[36],"is":[38,93],"extremely":[39],"challenging":[40],"due":[41],"variations":[44],"environment":[47],"such":[48,91],"as":[49],"lighting":[50],"conditions,":[51],"camera":[52],"viewing":[53],"angles":[54],"subject":[56],"motion.":[57],"For":[58],"most":[59],"state-of-the-art":[62],"face":[63,81,120],"systems,":[65],"they":[66],"need":[67],"be":[69],"trained":[70],"on":[71,147,169],"large":[73],"dataset":[74],"containing":[75],"good":[77],"variety":[78],"labelled":[80],"images":[82,121],"work":[84],"well.":[85],"collecting":[87],"manually":[89],"labelling":[90],"datasets":[92],"difficult":[94],"time":[96],"consuming,":[97],"probably":[98],"more":[99],"so":[100],"than":[101],"developing":[102],"algorithms.":[104],"In":[105],"this":[106],"paper,":[107],"we":[108],"propose":[109],"novel":[111],"framework":[112],"automatically":[114],"label":[115],"user":[116],"identities":[117],"their":[119,134],"spaces,":[124],"exploiting":[125],"fact":[127],"that":[128,160],"users":[130,149],"tend":[131],"carry":[133],"devices":[136],"while":[137],"seen":[138],"by":[139],"surveillance":[141],"cameras.":[142],"We":[143],"evaluate":[144],"our":[145,161],"method":[146,162],"10":[148],"building":[153],"setting,":[154],"experimental":[157],"results":[158],"show":[159],"can":[163],"achieve":[164],">":[165],"0.9":[166],"f1":[167],"score":[168],"average.":[170]},"counts_by_year":[{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
