{"id":"https://openalex.org/W2598887871","doi":"https://doi.org/10.1109/ipas.2016.7880143","title":"A comparative study of GOM, uLBP, VLC and fractional Eigenfaces for face recognition","display_name":"A comparative study of GOM, uLBP, VLC and fractional Eigenfaces for face recognition","publication_year":2016,"publication_date":"2016-11-01","ids":{"openalex":"https://openalex.org/W2598887871","doi":"https://doi.org/10.1109/ipas.2016.7880143","mag":"2598887871"},"language":"en","primary_location":{"id":"doi:10.1109/ipas.2016.7880143","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipas.2016.7880143","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Image Processing, Applications and Systems (IPAS)","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/A5045775107","display_name":"Ahmed Ghorbel","orcid":"https://orcid.org/0000-0001-6230-1042"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Ahmed Ghorbel","raw_affiliation_strings":["Laboratory of Electronic and Technologies of Information, University of Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Laboratory of Electronic and Technologies of Information, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088203487","display_name":"Imen Tajouri","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Imen Tajouri","raw_affiliation_strings":["Laboratory of Electronic and Technologies of Information, University of Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Laboratory of Electronic and Technologies of Information, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007178008","display_name":"Walid Aydi","orcid":"https://orcid.org/0000-0002-2130-2927"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Walid Aydi","raw_affiliation_strings":["Laboratory of Electronic and Technologies of Information, University of Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Laboratory of Electronic and Technologies of Information, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5109201405","display_name":"Nouri Masmoudi","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Nouri Masmoudi","raw_affiliation_strings":["Laboratory of Electronic and Technologies of Information, University of Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Laboratory of Electronic and Technologies of Information, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5045775107"],"corresponding_institution_ids":["https://openalex.org/I142899784"],"apc_list":null,"apc_paid":null,"fwci":0.501,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.74835115,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9995999932289124,"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":0.9995999932289124,"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":0.9955999851226807,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9947999715805054,"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/robustness","display_name":"Robustness (evolution)","score":0.7411007881164551},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.727997362613678},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.7044782638549805},{"id":"https://openalex.org/keywords/eigenface","display_name":"Eigenface","score":0.668086051940918},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6352310180664062},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.628176212310791},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.598077654838562},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5227925181388855},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5074393153190613},{"id":"https://openalex.org/keywords/local-binary-patterns","display_name":"Local binary patterns","score":0.48642492294311523},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.44890373945236206},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2881765067577362},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.18154233694076538}],"concepts":[{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7411007881164551},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.727997362613678},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.7044782638549805},{"id":"https://openalex.org/C104906051","wikidata":"https://www.wikidata.org/wiki/Q29695","display_name":"Eigenface","level":4,"score":0.668086051940918},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6352310180664062},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.628176212310791},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.598077654838562},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5227925181388855},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5074393153190613},{"id":"https://openalex.org/C87335442","wikidata":"https://www.wikidata.org/wiki/Q2494345","display_name":"Local binary patterns","level":4,"score":0.48642492294311523},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.44890373945236206},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2881765067577362},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.18154233694076538},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"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/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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":1,"locations":[{"id":"doi:10.1109/ipas.2016.7880143","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ipas.2016.7880143","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Image Processing, Applications and Systems (IPAS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W33189562","https://openalex.org/W1213294141","https://openalex.org/W1545641654","https://openalex.org/W1574818812","https://openalex.org/W1977863971","https://openalex.org/W2006500012","https://openalex.org/W2020091445","https://openalex.org/W2028880308","https://openalex.org/W2029683515","https://openalex.org/W2033419168","https://openalex.org/W2036070282","https://openalex.org/W2036274133","https://openalex.org/W2040719874","https://openalex.org/W2049466529","https://openalex.org/W2061633074","https://openalex.org/W2083310348","https://openalex.org/W2090341258","https://openalex.org/W2097366995","https://openalex.org/W2102544846","https://openalex.org/W2103133905","https://openalex.org/W2109002458","https://openalex.org/W2131081720","https://openalex.org/W2138451337","https://openalex.org/W2163808566","https://openalex.org/W2208564731","https://openalex.org/W2296646879","https://openalex.org/W2330506175","https://openalex.org/W6674755931"],"related_works":["https://openalex.org/W3160911891","https://openalex.org/W2779406006","https://openalex.org/W2292842372","https://openalex.org/W2030366189","https://openalex.org/W2797230162","https://openalex.org/W4364362336","https://openalex.org/W2000101267","https://openalex.org/W2391937622","https://openalex.org/W2086208164","https://openalex.org/W2340256886"],"abstract_inverted_index":{"This":[0],"paper":[1],"compares":[2],"four":[3,32,77],"methods":[4,33,74],"of":[5,47,65,82],"feature":[6],"extraction:":[7],"Fractional":[8],"Eigenfaces":[9],"and":[10,17,21,56,68],"Vander":[11],"Lugt":[12],"Correlator":[13],"as":[14,26,62],"global":[15],"methods,":[16],"Gabor":[18,59,66],"Ordinal":[19],"Measures":[20],"Uniform":[22],"Local":[23],"Binary":[24],"Pattern":[25],"local":[27],"ones.":[28],"We":[29],"evaluate":[30],"the":[31,35,45,72,76],"on":[34,75],"standard":[36],"FERET":[37],"probe":[38],"data":[39],"sets":[40,79],"in":[41,80],"order":[42],"to":[43],"study":[44],"robustness":[46],"these":[48],"techniques":[49],"against":[50],"illumination":[51],"variation,":[52],"facial":[53],"expression":[54],"variation":[55],"aging.":[57],"The":[58],"ordinal":[60,69],"measures":[61,70],"a":[63],"combination":[64],"filters":[67],"outperforms":[71],"others":[73],"test":[78],"terms":[81],"recognition":[83],"rate.":[84]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2025-12-07T23:40:59.601060","created_date":"2025-10-10T00:00:00"}
