{"id":"https://openalex.org/W2541203594","doi":"https://doi.org/10.1109/icta.2015.7426876","title":"Automatic face recognition with aging using the invariant features","display_name":"Automatic face recognition with aging using the invariant features","publication_year":2015,"publication_date":"2015-12-01","ids":{"openalex":"https://openalex.org/W2541203594","doi":"https://doi.org/10.1109/icta.2015.7426876","mag":"2541203594"},"language":"en","primary_location":{"id":"doi:10.1109/icta.2015.7426876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icta.2015.7426876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 5th International Conference on Information & Communication Technology and Accessibility (ICTA)","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/A5007276453","display_name":"Imad Mohamed Ouloul","orcid":"https://orcid.org/0000-0002-9865-1308"},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":true,"raw_author_name":"Imad Mohamed Ouloul","raw_affiliation_strings":["Laboratory MTI, University Ibnou Zohr, Agadir, Morocco"],"affiliations":[{"raw_affiliation_string":"Laboratory MTI, University Ibnou Zohr, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059094645","display_name":"Karim Afdel","orcid":"https://orcid.org/0000-0002-0828-2116"},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Karim Afdel","raw_affiliation_strings":["Laboratory SIV, University Ibnou Zohr, Agadir, Morocco"],"affiliations":[{"raw_affiliation_string":"Laboratory SIV, University Ibnou Zohr, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057463418","display_name":"Abdellah Amghar","orcid":"https://orcid.org/0000-0003-1463-9158"},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Abdellah Amghar","raw_affiliation_strings":["Laboratory MTI, University Ibnou Zohr, Agadir, Morocco"],"affiliations":[{"raw_affiliation_string":"Laboratory MTI, University Ibnou Zohr, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077721025","display_name":"Zakaria Moutakki","orcid":"https://orcid.org/0000-0002-9629-2276"},"institutions":[{"id":"https://openalex.org/I4210088687","display_name":"Universit\u00e9 Ibn Zohr","ror":"https://ror.org/006sgpv47","country_code":"MA","type":"education","lineage":["https://openalex.org/I4210088687"]}],"countries":["MA"],"is_corresponding":false,"raw_author_name":"Zakaria Moutakki","raw_affiliation_strings":["Laboratory MTI, University Ibnou Zohr, Agadir, Morocco"],"affiliations":[{"raw_affiliation_string":"Laboratory MTI, University Ibnou Zohr, Agadir, Morocco","institution_ids":["https://openalex.org/I4210088687"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5007276453"],"corresponding_institution_ids":["https://openalex.org/I4210088687"],"apc_list":null,"apc_paid":null,"fwci":0.3682,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.71682216,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"10","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9991000294685364,"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":0.9991000294685364,"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":0.9973999857902527,"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":0.9968000054359436,"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/scale-invariant-feature-transform","display_name":"Scale-invariant feature transform","score":0.899863600730896},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7297207117080688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7188984155654907},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6816576719284058},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.6270325779914856},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6011925339698792},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.5938570499420166},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.5802099108695984},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5666783452033997},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.5462703704833984},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5302918553352356},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.514586865901947},{"id":"https://openalex.org/keywords/feature-matching","display_name":"Feature matching","score":0.4384956657886505},{"id":"https://openalex.org/keywords/image-matching","display_name":"Image matching","score":0.43230140209198},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4260748624801636},{"id":"https://openalex.org/keywords/three-dimensional-face-recognition","display_name":"Three-dimensional face recognition","score":0.4142947494983673},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.3312137722969055},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.22881925106048584},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18795442581176758},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.058237433433532715}],"concepts":[{"id":"https://openalex.org/C61265191","wikidata":"https://www.wikidata.org/wiki/Q767770","display_name":"Scale-invariant feature transform","level":3,"score":0.899863600730896},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7297207117080688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7188984155654907},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6816576719284058},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.6270325779914856},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6011925339698792},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.5938570499420166},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5802099108695984},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5666783452033997},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.5462703704833984},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5302918553352356},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.514586865901947},{"id":"https://openalex.org/C2983787585","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature matching","level":3,"score":0.4384956657886505},{"id":"https://openalex.org/C2986492983","wikidata":"https://www.wikidata.org/wiki/Q861092","display_name":"Image matching","level":3,"score":0.43230140209198},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4260748624801636},{"id":"https://openalex.org/C88799230","wikidata":"https://www.wikidata.org/wiki/Q3398329","display_name":"Three-dimensional face recognition","level":5,"score":0.4142947494983673},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.3312137722969055},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.22881925106048584},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18795442581176758},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.058237433433532715},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icta.2015.7426876","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icta.2015.7426876","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 5th International Conference on Information & Communication Technology and Accessibility (ICTA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.4099999964237213}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W1142913222","https://openalex.org/W1602378381","https://openalex.org/W2009824857","https://openalex.org/W2029230120","https://openalex.org/W2104300442","https://openalex.org/W2114919633","https://openalex.org/W2124386111","https://openalex.org/W2151103935","https://openalex.org/W2162280462","https://openalex.org/W2164294799"],"related_works":["https://openalex.org/W4206457185","https://openalex.org/W2060133567","https://openalex.org/W2163812102","https://openalex.org/W2791375867","https://openalex.org/W2761722367","https://openalex.org/W2077501173","https://openalex.org/W2089698752","https://openalex.org/W2356336185","https://openalex.org/W4308703308","https://openalex.org/W2086830044"],"abstract_inverted_index":{"In":[0,53],"the":[1,24,37,72,84,107],"field":[2],"of":[3,8,21,50,61,64,76,102],"automatic":[4],"face":[5],"recognition,":[6],"transformations":[7],"facial":[9,97],"features":[10,98],"due":[11],"to":[12,18,94],"aging":[13],"cause":[14],"a":[15,58],"problem.":[16],"Due":[17],"small":[19],"amounts":[20],"extracted":[22,66],"features,":[23],"identity":[25,90],"verification":[26,63,91,104],"can":[27],"be":[28],"difficult.":[29],"The":[30,100,114],"feature-based":[31],"methods":[32],"that":[33,118],"are":[34,39],"present":[35,57],"in":[36,106],"literature":[38],"still":[40],"being":[41],"developed,":[42],"with":[43],"unsatisfactory":[44],"results":[45,116],"caused":[46],"by":[47],"high":[48],"rates":[49],"false":[51,121],"matching.":[52],"this":[54,81],"paper":[55],"we":[56,87],"new":[59],"method":[60,82],"matching":[62,128],"SIFT":[65,85],"feature":[67,77],"points,":[68],"which":[69],"uses":[70],"both":[71],"positions":[73],"and":[74,83],"scales":[75],"points.":[78],"By":[79],"using":[80],"descriptor,":[86],"develop":[88],"an":[89],"system":[92,105],"robust":[93],"aged":[95],"based":[96],"transformations.":[99],"application":[101],"our":[103,111],"FG-net":[108],"database":[109],"demonstrates":[110],"approach's":[112],"performance.":[113],"experimental":[115],"show":[117],"if":[119],"16.66%":[120],"acceptance":[122],"rate":[123,129],"is":[124,130],"admitted,":[125],"81.81%":[126],"true":[127],"obtained.":[131]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}