{"id":"https://openalex.org/W4389777512","doi":"https://doi.org/10.1109/biosig58226.2023.10345986","title":"Boosting Cross-Quality Face Verification Using Blind Face Restoration","display_name":"Boosting Cross-Quality Face Verification Using Blind Face Restoration","publication_year":2023,"publication_date":"2023-09-20","ids":{"openalex":"https://openalex.org/W4389777512","doi":"https://doi.org/10.1109/biosig58226.2023.10345986"},"language":"en","primary_location":{"id":"doi:10.1109/biosig58226.2023.10345986","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/biosig58226.2023.10345986","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference of the Biometrics Special Interest Group (BIOSIG)","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/A5013102811","display_name":"Messaoud Bengherabi","orcid":"https://orcid.org/0000-0001-8679-2093"},"institutions":[{"id":"https://openalex.org/I4210102186","display_name":"Centre de D\u00e9veloppement des Technologies Avanc\u00e9es","ror":"https://ror.org/01ay87255","country_code":"DZ","type":"facility","lineage":["https://openalex.org/I4210102186"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Bengherabi Messaoud","raw_affiliation_strings":["Centre de D&#x00E9;veloppement et des Technologies, Avanc&#x00E9;es (CDTA),Algiers,Algeria"],"affiliations":[{"raw_affiliation_string":"Centre de D&#x00E9;veloppement et des Technologies, Avanc&#x00E9;es (CDTA),Algiers,Algeria","institution_ids":["https://openalex.org/I4210102186"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093503908","display_name":"Laib Douaa","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149016","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Informatique","ror":"https://ror.org/04dj1dn66","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210149016"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Laib Douaa","raw_affiliation_strings":["Ecole Nationale Superieure, d&#x0027;Informatique (ESI),Algiers,Algeria"],"affiliations":[{"raw_affiliation_string":"Ecole Nationale Superieure, d&#x0027;Informatique (ESI),Algiers,Algeria","institution_ids":["https://openalex.org/I4210149016"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093503909","display_name":"Lasnami Fella Souhila","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149016","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Informatique","ror":"https://ror.org/04dj1dn66","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210149016"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Lasnami Fella Souhila","raw_affiliation_strings":["Ecole Nationale Superieure, d&#x0027;Informatique (ESI),Algiers,Algeria"],"affiliations":[{"raw_affiliation_string":"Ecole Nationale Superieure, d&#x0027;Informatique (ESI),Algiers,Algeria","institution_ids":["https://openalex.org/I4210149016"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5093503910","display_name":"Boussaha Ryma","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149016","display_name":"\u00c9cole Nationale Sup\u00e9rieure d'Informatique","ror":"https://ror.org/04dj1dn66","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210149016"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Boussaha Ryma","raw_affiliation_strings":["Ecole Nationale Superieure, d&#x0027;Informatique (ESI),Algiers,Algeria"],"affiliations":[{"raw_affiliation_string":"Ecole Nationale Superieure, d&#x0027;Informatique (ESI),Algiers,Algeria","institution_ids":["https://openalex.org/I4210149016"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5013102811"],"corresponding_institution_ids":["https://openalex.org/I4210102186"],"apc_list":null,"apc_paid":null,"fwci":0.2469,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.55052426,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","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/T11448","display_name":"Face recognition and analysis","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/T10828","display_name":"Biometric Identification and Security","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12301","display_name":"Facial Nerve Paralysis Treatment and Research","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/2728","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.8336725234985352},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7322224974632263},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6647943258285522},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.649775505065918},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.60112464427948},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5340783596038818},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4970987141132355},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47124820947647095},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4366300106048584},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.42462843656539917},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.11915412545204163}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.8336725234985352},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7322224974632263},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6647943258285522},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.649775505065918},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.60112464427948},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5340783596038818},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4970987141132355},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47124820947647095},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4366300106048584},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.42462843656539917},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.11915412545204163},{"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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/biosig58226.2023.10345986","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/biosig58226.2023.10345986","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Conference of the Biometrics Special Interest Group (BIOSIG)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","score":0.5099999904632568,"display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W1509966554","https://openalex.org/W1958968158","https://openalex.org/W2172157973","https://openalex.org/W2194775991","https://openalex.org/W2341528187","https://openalex.org/W2807403593","https://openalex.org/W2962949934","https://openalex.org/W2969985801","https://openalex.org/W2985380233","https://openalex.org/W3008811585","https://openalex.org/W3023338037","https://openalex.org/W3087845270","https://openalex.org/W3101998545","https://openalex.org/W3128607711","https://openalex.org/W3167297682","https://openalex.org/W3169129566","https://openalex.org/W3180391059","https://openalex.org/W3194367448","https://openalex.org/W4205221484","https://openalex.org/W4224911196","https://openalex.org/W4285309579","https://openalex.org/W4308610851","https://openalex.org/W4312402191","https://openalex.org/W4312971930","https://openalex.org/W4316088122","https://openalex.org/W4316924985","https://openalex.org/W4382568119","https://openalex.org/W4386066208","https://openalex.org/W6630649318","https://openalex.org/W6638046521","https://openalex.org/W6752018158","https://openalex.org/W6838040036","https://openalex.org/W6846848267"],"related_works":["https://openalex.org/W2125652721","https://openalex.org/W1540371141","https://openalex.org/W4231274751","https://openalex.org/W1549363203","https://openalex.org/W2154063878","https://openalex.org/W2556012038","https://openalex.org/W1489772951","https://openalex.org/W2076845124","https://openalex.org/W1538046993","https://openalex.org/W2384651879"],"abstract_inverted_index":{"In":[0,74],"recent":[1],"years,":[2],"various":[3],"Blind":[4],"Face":[5],"Restoration":[6],"(BFR)":[7],"techniques":[8,12,88],"were":[9],"developed.":[10],"These":[11],"transform":[13],"low":[14,51,108],"quality":[15,48,52,62,109],"faces":[16],"suffering":[17],"from":[18],"multiple":[19],"degradations":[20],"to":[21,42,56],"more":[22],"realistic":[23],"and":[24,92],"natural":[25],"face":[26,40,61,86,98,125,137],"images":[27,53],"with":[28],"high":[29],"perceptual":[30,47],"quality.":[31],"However,":[32],"it":[33],"is":[34,70],"crucial":[35],"for":[36],"the":[37,46,50,58,66,79,95,115,129,136],"task":[38],"of":[39,49,71,81,97,131],"verification":[41,99,138],"not":[43],"only":[44],"enhance":[45],"but":[54],"also":[55],"improve":[57],"biometric":[59],"utility":[60],"metrics.":[63],"Furthermore,":[64],"preserving":[65],"valuable":[67],"identity":[68],"information":[69],"great":[72],"importance.":[73],"this":[75],"paper,":[76],"we":[77],"investigate":[78],"impact":[80],"applying":[82],"three":[83,122],"state-of-the-art":[84,123],"blind":[85],"restoration":[87],"namely,":[89],"GFP-GAN,":[90],"GPEN":[91],"SGPN":[93],"on":[94,114],"performance":[96],"system":[100],"under":[101],"very":[102,107],"challenging":[103],"environment":[104],"characterized":[105],"by":[106],"images.":[110],"Extensive":[111],"experimental":[112],"results":[113],"recently":[116],"proposed":[117],"cross-quality":[118],"LFW":[119],"database":[120],"using":[121],"deep":[124],"recognition":[126],"models":[127],"demonstrate":[128],"effectiveness":[130],"GFP-GAN":[132],"in":[133],"boosting":[134],"significantly":[135],"accuracy.":[139]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-12-19T19:40:27.379048","created_date":"2025-10-10T00:00:00"}
