{"id":"https://openalex.org/W2970161846","doi":"https://doi.org/10.1109/icip.2019.8803028","title":"Outlier-Robust Neural Aggregation Network for Video Face Identification","display_name":"Outlier-Robust Neural Aggregation Network for Video Face Identification","publication_year":2019,"publication_date":"2019-08-26","ids":{"openalex":"https://openalex.org/W2970161846","doi":"https://doi.org/10.1109/icip.2019.8803028","mag":"2970161846"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2019.8803028","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2019.8803028","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://mediatum.ub.tum.de/node?id=1520366","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031810609","display_name":"Stefan H\u00f6rmann","orcid":"https://orcid.org/0000-0002-0086-340X"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Hormann","raw_affiliation_strings":["Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083647462","display_name":"Martin Knoche","orcid":"https://orcid.org/0000-0002-0503-4600"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Knoche","raw_affiliation_strings":["Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101445026","display_name":"Maryam Babaee","orcid":"https://orcid.org/0000-0003-0887-8988"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Maryam Babaee","raw_affiliation_strings":["Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021837066","display_name":"Okan K\u00f6p\u00fckl\u00fc","orcid":"https://orcid.org/0000-0001-5281-9462"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Okan Kopuklu","raw_affiliation_strings":["Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039092855","display_name":"Gerhard Rigoll","orcid":"https://orcid.org/0000-0003-1096-1596"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Gerhard Rigoll","raw_affiliation_strings":["Technical University of Munich, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Technical University of Munich, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9983999729156494,"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":0.9977999925613403,"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/outlier","display_name":"Outlier","score":0.7466305494308472},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.727098286151886},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6576842069625854},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.625291109085083},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5731061697006226},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5728543996810913},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44535237550735474},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4126937985420227},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3782404065132141},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35144782066345215},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3514360785484314}],"concepts":[{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.7466305494308472},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.727098286151886},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6576842069625854},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.625291109085083},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5731061697006226},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5728543996810913},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44535237550735474},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4126937985420227},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3782404065132141},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35144782066345215},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3514360785484314},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2019.8803028","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2019.8803028","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE International Conference on Image Processing (ICIP)","raw_type":"proceedings-article"},{"id":"pmh:oai:mediatum.ub.tum.de:node/1520366","is_oa":true,"landing_page_url":"http://mediatum.ub.tum.de/node?id=1520366","pdf_url":null,"source":{"id":"https://openalex.org/S4306400453","display_name":"mediaTUM \u2013 the media and publications repository of the Technical University Munich (Technical University Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"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":"","raw_type":"article"}],"best_oa_location":{"id":"pmh:oai:mediatum.ub.tum.de:node/1520366","is_oa":true,"landing_page_url":"http://mediatum.ub.tum.de/node?id=1520366","pdf_url":null,"source":{"id":"https://openalex.org/S4306400453","display_name":"mediaTUM \u2013 the media and publications repository of the Technical University Munich (Technical University Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"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":"","raw_type":"article"},"sustainable_development_goals":[{"score":0.4699999988079071,"display_name":"Responsible consumption and production","id":"https://metadata.un.org/sdg/12"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":37,"referenced_works":["https://openalex.org/W40312475","https://openalex.org/W1522301498","https://openalex.org/W2064741553","https://openalex.org/W2096733369","https://openalex.org/W2145287260","https://openalex.org/W2274287116","https://openalex.org/W2275811363","https://openalex.org/W2325939864","https://openalex.org/W2335787378","https://openalex.org/W2480418144","https://openalex.org/W2736633948","https://openalex.org/W2777661975","https://openalex.org/W2784874046","https://openalex.org/W2798814244","https://openalex.org/W2871667416","https://openalex.org/W2884928667","https://openalex.org/W2963460857","https://openalex.org/W2963466847","https://openalex.org/W2963559058","https://openalex.org/W2963570419","https://openalex.org/W2963839617","https://openalex.org/W2963963898","https://openalex.org/W2964121744","https://openalex.org/W2964171387","https://openalex.org/W2964184973","https://openalex.org/W2964254778","https://openalex.org/W2964350391","https://openalex.org/W2969985801","https://openalex.org/W3099206234","https://openalex.org/W6631190155","https://openalex.org/W6681342084","https://openalex.org/W6694260854","https://openalex.org/W6748010250","https://openalex.org/W6753410490","https://openalex.org/W6753544016","https://openalex.org/W6753666380","https://openalex.org/W6755017439"],"related_works":["https://openalex.org/W3006513224","https://openalex.org/W2046456988","https://openalex.org/W2357409937","https://openalex.org/W2978674666","https://openalex.org/W2074430941","https://openalex.org/W2113096305","https://openalex.org/W2580722822","https://openalex.org/W2772305933","https://openalex.org/W1486338765","https://openalex.org/W4387454008"],"abstract_inverted_index":{"Current":[0],"approaches":[1],"for":[2,32],"video":[3],"face":[4],"recognition":[5],"rely":[6],"on":[7],"image":[8,18,50,74],"sets":[9,19,31],"containing":[10],"faces":[11],"of":[12,64,98],"exclusively":[13],"one":[14],"identity.":[15],"However,":[16],"as":[17],"are":[20],"created":[21],"by":[22],"unsupervised":[23],"methods,":[24],"it":[25],"is":[26,108],"necessary":[27],"to":[28,90],"consider":[29],"outlier-afflicted":[30,113],"real-life":[33],"applications.":[34],"In":[35],"this":[36,78],"paper,":[37],"we":[38,47,69,84],"propose":[39],"an":[40],"Outlier-Robust":[41],"Neural":[42,58],"Aggregation":[43],"Network":[44,59],"(ORNAN).":[45],"First,":[46],"embed":[48],"each":[49],"into":[51,80],"a":[52,56,92],"feature":[53,88],"space":[54],"using":[55,112],"Convolutional":[57],"(CNN).":[60],"With":[61],"the":[62,73,96],"help":[63],"two":[65],"cascaded":[66],"attention":[67],"blocks,":[68],"predict":[70],"outliers":[71,99,111],"within":[72],"set.":[75],"By":[76],"integrating":[77],"knowledge":[79],"our":[81,106],"aggregation":[82],"network,":[83],"adaptively":[85],"aggregate":[86],"all":[87],"vectors":[89],"form":[91],"single":[93],"feature,":[94],"mitigating":[95],"influence":[97],"and":[100,115],"noisy":[101],"features.":[102],"We":[103],"show":[104],"that":[105],"network":[107],"robust":[109],"against":[110],"IJB-B":[114],"IJB-C":[116],"benchmarks":[117],"while":[118],"maintaining":[119],"similar":[120],"performance":[121],"without":[122],"outliers.":[123]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
