{"id":"https://openalex.org/W2109456962","doi":"https://doi.org/10.1109/cbmi.2013.6576591","title":"Unsupervised face identification in TV content using audio-visual sources","display_name":"Unsupervised face identification in TV content using audio-visual sources","publication_year":2013,"publication_date":"2013-06-01","ids":{"openalex":"https://openalex.org/W2109456962","doi":"https://doi.org/10.1109/cbmi.2013.6576591","mag":"2109456962"},"language":"en","primary_location":{"id":"doi:10.1109/cbmi.2013.6576591","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbmi.2013.6576591","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 11th International Workshop on Content-Based Multimedia Indexing (CBMI)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-00812334","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5079440514","display_name":"Meriem Bendris","orcid":null},"institutions":[{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Meriem Bendris","raw_affiliation_strings":["Aix Marseille Universit\u00e9, France","Aix-Marseille Universit\u00e9"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aix Marseille Universit\u00e9, France","institution_ids":["https://openalex.org/I21491767"]},{"raw_affiliation_string":"Aix-Marseille Universit\u00e9","institution_ids":["https://openalex.org/I21491767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071505335","display_name":"Beno\u00eet Favre","orcid":"https://orcid.org/0000-0002-9777-4613"},"institutions":[{"id":"https://openalex.org/I21491767","display_name":"Aix-Marseille Universit\u00e9","ror":"https://ror.org/035xkbk20","country_code":"FR","type":"education","lineage":["https://openalex.org/I21491767"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Benoit Favre","raw_affiliation_strings":["Aix Marseille Universit\u00e9, France","Aix-Marseille Universit\u00e9"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Aix Marseille Universit\u00e9, France","institution_ids":["https://openalex.org/I21491767"]},{"raw_affiliation_string":"Aix-Marseille Universit\u00e9","institution_ids":["https://openalex.org/I21491767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5106430617","display_name":"Delphine Charlet","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Delphine Charlet","raw_affiliation_strings":["Orange Laboratories, France","OrangeLabs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Orange Laboratories, France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"OrangeLabs","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111987611","display_name":"G\u00e9raldine Damnati","orcid":null},"institutions":[{"id":"https://openalex.org/I19370010","display_name":"Orange (France)","ror":"https://ror.org/035j0tq82","country_code":"FR","type":"company","lineage":["https://openalex.org/I19370010"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Geraldine Damnati","raw_affiliation_strings":["Orange Laboratories, France","OrangeLabs"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Orange Laboratories, France","institution_ids":["https://openalex.org/I19370010"]},{"raw_affiliation_string":"OrangeLabs","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009913310","display_name":"Gr\u00e9gory Senay","orcid":null},"institutions":[{"id":"https://openalex.org/I198415970","display_name":"Universit\u00e9 d'Avignon et des Pays de Vaucluse","ror":"https://ror.org/00mfpxb84","country_code":"FR","type":"education","lineage":["https://openalex.org/I198415970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Gregory Senay","raw_affiliation_strings":["Universit\u00e9 d'Avignon, France","Universit\u00e9 d'Avignon >  >  >  >"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 d'Avignon, France","institution_ids":["https://openalex.org/I198415970"]},{"raw_affiliation_string":"Universit\u00e9 d'Avignon >  >  >  >","institution_ids":["https://openalex.org/I198415970"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113709885","display_name":"R\u00e9mi Auguste","orcid":null},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Remi Auguste","raw_affiliation_strings":["Universit\u00e9 Lille 1, France","Universite Lille"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Lille 1, France","institution_ids":["https://openalex.org/I2279609970"]},{"raw_affiliation_string":"Universite Lille","institution_ids":["https://openalex.org/I2279609970"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008175973","display_name":"Jean Martinet","orcid":"https://orcid.org/0000-0001-8821-5556"},"institutions":[{"id":"https://openalex.org/I2279609970","display_name":"Universit\u00e9 de Lille","ror":"https://ror.org/02kzqn938","country_code":"FR","type":"education","lineage":["https://openalex.org/I2279609970"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean Martinet","raw_affiliation_strings":["Universit\u00e9 Lille 1, France","Universite Lille"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universit\u00e9 Lille 1, France","institution_ids":["https://openalex.org/I2279609970"]},{"raw_affiliation_string":"Universite Lille","institution_ids":["https://openalex.org/I2279609970"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"243","last_page":"249"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10860","display_name":"Speech and Audio Processing","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10860","display_name":"Speech and Audio Processing","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9984999895095825,"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":0.9940999746322632,"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":0.8223710060119629},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6723228693008423},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6689651608467102},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6365466117858887},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6255732774734497},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.570294201374054},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.5018520355224609},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4734449088573456},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.464865505695343},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.4578903615474701},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.4432852864265442},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.355529248714447}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8223710060119629},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6723228693008423},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6689651608467102},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6365466117858887},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6255732774734497},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.570294201374054},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.5018520355224609},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4734449088573456},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.464865505695343},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.4578903615474701},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.4432852864265442},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.355529248714447},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/cbmi.2013.6576591","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cbmi.2013.6576591","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2013 11th International Workshop on Content-Based Multimedia Indexing (CBMI)","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-00812334v1","is_oa":true,"landing_page_url":"https://hal.science/hal-00812334","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"11th International Workshop on Content-Based Multimedia Indexing (CBMI 2013), Jun 2013, Veszpr\u00e9m, Hungary. pp.243-249,, ⟨10.1109/CBMI.2013.6576591⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-00812334v1","is_oa":true,"landing_page_url":"https://hal.science/hal-00812334","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"11th International Workshop on Content-Based Multimedia Indexing (CBMI 2013), Jun 2013, Veszpr\u00e9m, Hungary. pp.243-249,, ⟨10.1109/CBMI.2013.6576591⟩","raw_type":"info:eu-repo/semantics/conferenceObject"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W107408668","https://openalex.org/W1863069154","https://openalex.org/W2037659664","https://openalex.org/W2068702980","https://openalex.org/W2097661659","https://openalex.org/W2098973983","https://openalex.org/W2100500227","https://openalex.org/W2100944243","https://openalex.org/W2105303679","https://openalex.org/W2115257206","https://openalex.org/W2123576058","https://openalex.org/W2134394202","https://openalex.org/W2134455794","https://openalex.org/W2138761194","https://openalex.org/W2153603270","https://openalex.org/W2161448797","https://openalex.org/W2166980079","https://openalex.org/W2406404749","https://openalex.org/W2594610113","https://openalex.org/W2612711825","https://openalex.org/W3097096317","https://openalex.org/W3214102110","https://openalex.org/W4248635988","https://openalex.org/W4299805653","https://openalex.org/W4300499355","https://openalex.org/W6604415396","https://openalex.org/W6737102955","https://openalex.org/W6804270185"],"related_works":["https://openalex.org/W1967587236","https://openalex.org/W2384651879","https://openalex.org/W2336272890","https://openalex.org/W2151699605","https://openalex.org/W4308999381","https://openalex.org/W4312238398","https://openalex.org/W3211418293","https://openalex.org/W4308999963","https://openalex.org/W2133653344","https://openalex.org/W4312081214"],"abstract_inverted_index":{"Our":[0],"goal":[1],"is":[2],"to":[3,59,67,81,93,105,119,128,152],"automatically":[4],"identify":[5,60,120],"faces":[6,113,130],"in":[7,79,131],"TV":[8,37],"content":[9],"without":[10,155],"pre-defined":[11],"dictionary":[12],"of":[13,16,133,146,149],"identities.":[14,97],"Most":[15],"methods":[17],"are":[18,91,103,114,126],"based":[19,32],"on":[20,33,139],"identity":[21],"detection":[22,78],"(from":[23],"OCR":[24,87],"and":[25,27,72,88],"ASR)":[26],"require":[28],"a":[29,56],"propagation":[30],"strategy":[31],"visual":[34,101],"clusterings.":[35],"In":[36,49,62],"content,":[38],"people":[39],"appear":[40],"with":[41],"many":[42],"variation":[43],"making":[44],"the":[45,96,99,129,140,147,153,157],"clustering":[46],"very":[47],"difficult.":[48],"this":[50,63],"case,":[51],"identifying":[52],"speakers":[53],"can":[54],"be":[55],"reliable":[57,69,100,111],"link":[58],"faces.":[61,122],"work,":[64],"we":[65],"propose":[66],"combine":[68],"unsupervised":[70,117],"face":[71,83],"speaker":[73,124],"identification":[74,84],"systems":[75],"through":[76],"talking-faces":[77],"order":[80],"improve":[82],"results.":[85],"First,":[86],"ASR":[89],"results":[90],"combined":[92],"extract":[94],"locally":[95],"Then,":[98],"associations":[102],"used":[104,115],"propagate":[106],"those":[107],"identities":[108,125],"locally.":[109],"The":[110],"identified":[112],"as":[116],"models":[118],"similar":[121],"Finally":[123],"propagated":[127],"case":[132],"lip":[134],"activity":[135],"detection.":[136],"Experiments":[137],"performed":[138],"REPERE":[141],"database":[142],"show":[143],"an":[144],"improvement":[145],"recall":[148],"+5%":[150],"compared":[151],"baseline,":[154],"degrading":[156],"precision.":[158]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":4},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}