{"id":"https://openalex.org/W2004693663","doi":"https://doi.org/10.1109/euvip.2011.6045542","title":"Face recognition based on Gabor features","display_name":"Face recognition based on Gabor features","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2004693663","doi":"https://doi.org/10.1109/euvip.2011.6045542","mag":"2004693663"},"language":"en","primary_location":{"id":"doi:10.1109/euvip.2011.6045542","is_oa":false,"landing_page_url":"https://doi.org/10.1109/euvip.2011.6045542","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3rd European Workshop on Visual Information Processing","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/A5011016029","display_name":"Len Bui","orcid":null},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Len Bui","raw_affiliation_strings":["Faculty of Information Sciences and Engineering, University of Canberra, ACT, Australia","University of Canberra, Faculty of Information Sciences and Engineering, ACT 2601 Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Sciences and Engineering, University of Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596"]},{"raw_affiliation_string":"University of Canberra, Faculty of Information Sciences and Engineering, ACT 2601 Australia","institution_ids":["https://openalex.org/I188329596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006197101","display_name":"Dat Tran","orcid":"https://orcid.org/0000-0002-5788-0446"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dat Tran","raw_affiliation_strings":["Faculty of Information Sciences and Engineering, University of Canberra, ACT, Australia","University of Canberra, Faculty of Information Sciences and Engineering, ACT 2601 Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Sciences and Engineering, University of Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596"]},{"raw_affiliation_string":"University of Canberra, Faculty of Information Sciences and Engineering, ACT 2601 Australia","institution_ids":["https://openalex.org/I188329596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101637706","display_name":"Xu Huang","orcid":"https://orcid.org/0000-0003-3059-4180"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Xu Huang","raw_affiliation_strings":["Faculty of Information Sciences and Engineering, University of Canberra, ACT, Australia","University of Canberra, Faculty of Information Sciences and Engineering, ACT 2601 Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Sciences and Engineering, University of Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596"]},{"raw_affiliation_string":"University of Canberra, Faculty of Information Sciences and Engineering, ACT 2601 Australia","institution_ids":["https://openalex.org/I188329596"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083396008","display_name":"Girija Chetty","orcid":"https://orcid.org/0000-0001-6264-8644"},"institutions":[{"id":"https://openalex.org/I188329596","display_name":"University of Canberra","ror":"https://ror.org/04s1nv328","country_code":"AU","type":"education","lineage":["https://openalex.org/I188329596"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Girija Chetty","raw_affiliation_strings":["Faculty of Information Sciences and Engineering, University of Canberra, ACT, Australia","University of Canberra, Faculty of Information Sciences and Engineering, ACT 2601 Australia"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Sciences and Engineering, University of Canberra, ACT, Australia","institution_ids":["https://openalex.org/I188329596"]},{"raw_affiliation_string":"University of Canberra, Faculty of Information Sciences and Engineering, ACT 2601 Australia","institution_ids":["https://openalex.org/I188329596"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5011016029"],"corresponding_institution_ids":["https://openalex.org/I188329596"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.08084598,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"264","last_page":"268"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9980000257492065,"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/T10057","display_name":"Face and Expression Recognition","score":0.9980000257492065,"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/T13890","display_name":"Remote Sensing and Land Use","score":0.9671000242233276,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13717","display_name":"Advanced Algorithms and Applications","score":0.9606999754905701,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.8369318246841431},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7920231819152832},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7244476675987244},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7197771072387695},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.7124831080436707},{"id":"https://openalex.org/keywords/adaboost","display_name":"AdaBoost","score":0.6726242899894714},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6394137740135193},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6354585886001587},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6037992835044861},{"id":"https://openalex.org/keywords/gabor-filter","display_name":"Gabor filter","score":0.546195924282074},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5112905502319336},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.47728005051612854},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.47357282042503357},{"id":"https://openalex.org/keywords/gabor-wavelet","display_name":"Gabor wavelet","score":0.4587900638580322},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.06586417555809021}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.8369318246841431},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7920231819152832},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7244476675987244},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7197771072387695},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.7124831080436707},{"id":"https://openalex.org/C141404830","wikidata":"https://www.wikidata.org/wiki/Q2823869","display_name":"AdaBoost","level":3,"score":0.6726242899894714},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6394137740135193},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6354585886001587},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6037992835044861},{"id":"https://openalex.org/C2779883129","wikidata":"https://www.wikidata.org/wiki/Q2447890","display_name":"Gabor filter","level":3,"score":0.546195924282074},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5112905502319336},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.47728005051612854},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.47357282042503357},{"id":"https://openalex.org/C136902061","wikidata":"https://www.wikidata.org/wiki/Q16981559","display_name":"Gabor wavelet","level":5,"score":0.4587900638580322},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.06586417555809021},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C46286280","wikidata":"https://www.wikidata.org/wiki/Q2414958","display_name":"Discrete wavelet transform","level":4,"score":0.0},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/euvip.2011.6045542","is_oa":false,"landing_page_url":"https://doi.org/10.1109/euvip.2011.6045542","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"3rd European Workshop on Visual Information Processing","raw_type":"proceedings-article"},{"id":"pmh:tle:c05cf1bf-c6be-1f3c-26ad-5b0cc8d97425:1f071524-0ffb-45dd-b0fd-e2ac8222ffc2:1","is_oa":false,"landing_page_url":"http://www.canberra.edu.au/researchrepository/items/c05cf1bf-c6be-1f3c-26ad-5b0cc8d97425/1/","pdf_url":null,"source":{"id":"https://openalex.org/S7407050591","display_name":"University of Canberra Research Portal","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7599999904632568,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1988790447","https://openalex.org/W2021012145","https://openalex.org/W2029208572","https://openalex.org/W2032618685","https://openalex.org/W2033419168","https://openalex.org/W2062104878","https://openalex.org/W2098693229","https://openalex.org/W2100636446","https://openalex.org/W2102773363","https://openalex.org/W2109828287","https://openalex.org/W2119821739","https://openalex.org/W2120954940","https://openalex.org/W2129077171","https://openalex.org/W2129556265","https://openalex.org/W2130982917","https://openalex.org/W2133280390","https://openalex.org/W2138137807","https://openalex.org/W2146474141","https://openalex.org/W2147735279","https://openalex.org/W2161913251","https://openalex.org/W2165731615","https://openalex.org/W2171937595","https://openalex.org/W4205392983","https://openalex.org/W4239510810","https://openalex.org/W4248437541","https://openalex.org/W6655773523","https://openalex.org/W6679221681","https://openalex.org/W6679376387","https://openalex.org/W6830460197"],"related_works":["https://openalex.org/W2014141335","https://openalex.org/W2070838085","https://openalex.org/W2374740620","https://openalex.org/W2495360253","https://openalex.org/W1811332408","https://openalex.org/W2518455383","https://openalex.org/W2066448268","https://openalex.org/W2559560477","https://openalex.org/W2009069257","https://openalex.org/W2228937159"],"abstract_inverted_index":{"The":[0,58],"paper":[1],"presents":[2],"a":[3,38],"novel":[4],"approach":[5],"for":[6,40,43],"solving":[7],"face":[8,53],"recognition":[9],"problem.":[10],"We":[11],"combine":[12],"Gabor":[13],"filters":[14],"and":[15,36,56],"Principal":[16],"Component":[17],"Analysis":[18],"(PCA)":[19],"to":[20],"extract":[21],"feature":[22],"vectors;":[23],"then":[24],"we":[25],"apply":[26],"Support":[27],"Vector":[28],"Machine":[29],"(SVM),":[30],"the":[31,44,62,67],"most":[32],"powerful":[33],"discriminative":[34],"method,":[35],"AdaBoost,":[37],"meta-algorithm,":[39],"classification.":[41],"Experiments":[42],"proposed":[45,63],"method":[46,64],"have":[47],"been":[48],"conducted":[49],"on":[50],"two":[51],"public":[52],"database":[54],"AT&T":[55],"FERET.":[57],"results":[59],"show":[60],"that":[61],"could":[65],"improve":[66],"classification":[68],"rates.":[69]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}