{"id":"https://openalex.org/W1980422228","doi":"https://doi.org/10.1145/1101149.1101257","title":"Towards context-aware face recognition","display_name":"Towards context-aware face recognition","publication_year":2005,"publication_date":"2005-11-06","ids":{"openalex":"https://openalex.org/W1980422228","doi":"https://doi.org/10.1145/1101149.1101257","mag":"1980422228"},"language":"en","primary_location":{"id":"doi:10.1145/1101149.1101257","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1101149.1101257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual ACM international conference on Multimedia","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/A5056366172","display_name":"Marc Davis","orcid":"https://orcid.org/0000-0002-6543-5131"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Marc Davis","raw_affiliation_strings":["U.C. Berkeley","U.C. BERKELEY"],"affiliations":[{"raw_affiliation_string":"U.C. Berkeley","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"U.C. BERKELEY","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081457258","display_name":"Michael Smith","orcid":"https://orcid.org/0000-0001-5107-6441"},"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":"Michael Smith","raw_affiliation_strings":["France Telecom R&amp;D, South San Francisco, CA"],"affiliations":[{"raw_affiliation_string":"France Telecom R&amp;D, South San Francisco, CA","institution_ids":["https://openalex.org/I19370010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089723214","display_name":"John Canny","orcid":"https://orcid.org/0000-0002-7161-7927"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"John Canny","raw_affiliation_strings":["U.C. Berkeley, Berkeley, CA","U.C. Berkeley, Berkeley, CA#TAB#"],"affiliations":[{"raw_affiliation_string":"U.C. Berkeley, Berkeley, CA","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"U.C. Berkeley, Berkeley, CA#TAB#","institution_ids":["https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061290249","display_name":"Nathan Good","orcid":"https://orcid.org/0000-0002-9490-5913"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nathan Good","raw_affiliation_strings":["U.C. Berkeley","U.C. BERKELEY"],"affiliations":[{"raw_affiliation_string":"U.C. Berkeley","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"U.C. BERKELEY","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062516688","display_name":"Simon King","orcid":"https://orcid.org/0000-0002-2694-2843"},"institutions":[{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Simon King","raw_affiliation_strings":["U.C. Berkeley","U.C. BERKELEY"],"affiliations":[{"raw_affiliation_string":"U.C. Berkeley","institution_ids":["https://openalex.org/I95457486"]},{"raw_affiliation_string":"U.C. BERKELEY","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5005611704","display_name":"Rajkumar Janakiraman","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Rajkumar Janakiraman","raw_affiliation_strings":["National University Singapore, Singapore","National University Singapore; Singapore"],"affiliations":[{"raw_affiliation_string":"National University Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]},{"raw_affiliation_string":"National University Singapore; Singapore","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5056366172"],"corresponding_institution_ids":["https://openalex.org/I95457486"],"apc_list":null,"apc_paid":null,"fwci":3.88,"has_fulltext":false,"cited_by_count":61,"citation_normalized_percentile":{"value":0.93946612,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"483","last_page":"486"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998999834060669,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9998999834060669,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9994999766349792,"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/T11448","display_name":"Face recognition and analysis","score":0.9957000017166138,"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/metadata","display_name":"Metadata","score":0.8946448564529419},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8339829444885254},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.8154281973838806},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.6607117652893066},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.5933683514595032},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5404018759727478},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5310647487640381},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4727514684200287},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36518383026123047},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3473154902458191},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3425118327140808},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.2803229093551636}],"concepts":[{"id":"https://openalex.org/C93518851","wikidata":"https://www.wikidata.org/wiki/Q180160","display_name":"Metadata","level":2,"score":0.8946448564529419},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8339829444885254},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.8154281973838806},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.6607117652893066},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5933683514595032},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5404018759727478},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5310647487640381},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4727514684200287},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36518383026123047},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3473154902458191},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3425118327140808},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.2803229093551636},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1101149.1101257","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1101149.1101257","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual ACM international conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.460.9562","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.460.9562","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.mirlab.org/conference_papers/International_Conference/ACM 2005/docs/mm483.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W207443337","https://openalex.org/W1992402038","https://openalex.org/W2022581442","https://openalex.org/W2070786785","https://openalex.org/W2075806378","https://openalex.org/W2114740362","https://openalex.org/W2130660124","https://openalex.org/W2137659841","https://openalex.org/W2168438221"],"related_works":["https://openalex.org/W2392768766","https://openalex.org/W2058118494","https://openalex.org/W2382021449","https://openalex.org/W2095118173","https://openalex.org/W2104269053","https://openalex.org/W2106424170","https://openalex.org/W1985426483","https://openalex.org/W2501188010","https://openalex.org/W4299935056","https://openalex.org/W2384651879"],"abstract_inverted_index":{"In":[0,91],"this":[1],"paper,":[2],"we":[3,93],"focus":[4],"on":[5],"the":[6,35,49,54,58,66,100],"use":[7,94],"of":[8,27,60,65,76],"context-aware,":[9],"collaborative":[10],"filtering,":[11],"machine-learning":[12],"techniques":[13],"that":[14],"leverage":[15],"automatically":[16],"sensed":[17],"and":[18,57],"inferred":[19],"contextual":[20,50],"metadata":[21,51],"together":[22],"with":[23],"computer":[24],"vision":[25],"analysis":[26,89,97],"image":[28],"content":[29,68],"to":[30,47,69,98],"make":[31],"accurate":[32],"predictions":[33],"about":[34],"human":[36],"subjects":[37],"depicted":[38,78],"in":[39,53,79],"cameraphone":[40,81,105],"photos.":[41,106],"We":[42],"apply":[43],"Sparse-Factor":[44],"Analysis":[45],"(SFA)":[46],"both":[48],"gathered":[52],"MMM2":[55],"system":[56],"results":[59],"PCA":[61],"(Principal":[62],"Components":[63],"Analysis)":[64],"photo":[67],"achieve":[70],"a":[71],"60%":[72],"face":[73,101],"recognition":[74,102],"accuracy":[75],"people":[77],"our":[80],"photos,":[82],"which":[83],"is":[84],"40%":[85],"better":[86],"than":[87],"media":[88,96],"alone.":[90],"short,":[92],"context-aware":[95],"solve":[99],"problem":[103],"for":[104]},"counts_by_year":[{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":5},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":7},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":7},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
