{"id":"https://openalex.org/W3082244326","doi":"https://doi.org/10.1145/3507901","title":"Face Image Quality Assessment: A Literature Survey","display_name":"Face Image Quality Assessment: A Literature Survey","publication_year":2022,"publication_date":"2022-01-05","ids":{"openalex":"https://openalex.org/W3082244326","doi":"https://doi.org/10.1145/3507901","mag":"3082244326"},"language":"en","primary_location":{"id":"doi:10.1145/3507901","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3507901","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2009.01103","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008474809","display_name":"Torsten Schlett","orcid":"https://orcid.org/0000-0003-0052-2741"},"institutions":[{"id":"https://openalex.org/I107257983","display_name":"Darmstadt University of Applied Sciences","ror":"https://ror.org/047wbd030","country_code":"DE","type":"education","lineage":["https://openalex.org/I107257983"]},{"id":"https://openalex.org/I4210099379","display_name":"Zimmer Biomet (Germany)","ror":"https://ror.org/016731f38","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210099379","https://openalex.org/I4210115238"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Torsten Schlett","raw_affiliation_strings":["da/sec - Biometrics and Internet Security Research Group, Hochschule Darmstadt, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0052-2741","affiliations":[{"raw_affiliation_string":"da/sec - Biometrics and Internet Security Research Group, Hochschule Darmstadt, Germany","institution_ids":["https://openalex.org/I107257983","https://openalex.org/I4210099379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087866084","display_name":"Christian Rathgeb","orcid":"https://orcid.org/0000-0003-1901-9468"},"institutions":[{"id":"https://openalex.org/I107257983","display_name":"Darmstadt University of Applied Sciences","ror":"https://ror.org/047wbd030","country_code":"DE","type":"education","lineage":["https://openalex.org/I107257983"]},{"id":"https://openalex.org/I4210099379","display_name":"Zimmer Biomet (Germany)","ror":"https://ror.org/016731f38","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210099379","https://openalex.org/I4210115238"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Rathgeb","raw_affiliation_strings":["da/sec - Biometrics and Internet Security Research Group, Hochschule Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"da/sec - Biometrics and Internet Security Research Group, Hochschule Darmstadt, Germany","institution_ids":["https://openalex.org/I107257983","https://openalex.org/I4210099379"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035329562","display_name":"Olaf Henniger","orcid":"https://orcid.org/0000-0003-2499-8613"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Olaf Henniger","raw_affiliation_strings":["Fraunhofer Institute for Computer Graphics Research IGD, Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Computer Graphics Research IGD, Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038880089","display_name":"Javier Galbally","orcid":"https://orcid.org/0000-0002-2009-0256"},"institutions":[{"id":"https://openalex.org/I4210118689","display_name":"Joint Research Centre","ror":"https://ror.org/02qezmz13","country_code":"IT","type":"government","lineage":["https://openalex.org/I1320481043","https://openalex.org/I2800387288","https://openalex.org/I4210118689","https://openalex.org/I4210161702"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Javier Galbally","raw_affiliation_strings":["European Commission, Joint Research Center, Ispra, Italy"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"European Commission, Joint Research Center, Ispra, Italy","institution_ids":["https://openalex.org/I4210118689"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068081385","display_name":"Juli\u00e1n Fi\u00e9rrez","orcid":"https://orcid.org/0000-0002-6343-5656"},"institutions":[{"id":"https://openalex.org/I63634437","display_name":"Universidad Aut\u00f3noma de Madrid","ror":"https://ror.org/01cby8j38","country_code":"ES","type":"education","lineage":["https://openalex.org/I63634437"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Julian Fierrez","raw_affiliation_strings":["Universidad Autonoma de Madrid, Spain"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Autonoma de Madrid, Spain","institution_ids":["https://openalex.org/I63634437"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017716310","display_name":"Christoph Busch","orcid":"https://orcid.org/0000-0002-9159-2923"},"institutions":[{"id":"https://openalex.org/I107257983","display_name":"Darmstadt University of Applied Sciences","ror":"https://ror.org/047wbd030","country_code":"DE","type":"education","lineage":["https://openalex.org/I107257983"]},{"id":"https://openalex.org/I4210099379","display_name":"Zimmer Biomet (Germany)","ror":"https://ror.org/016731f38","country_code":"DE","type":"company","lineage":["https://openalex.org/I4210099379","https://openalex.org/I4210115238"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christoph Busch","raw_affiliation_strings":["da/sec - Biometrics and Internet Security Research Group, Hochschule Darmstadt, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"da/sec - Biometrics and Internet Security Research Group, Hochschule Darmstadt, Germany","institution_ids":["https://openalex.org/I107257983","https://openalex.org/I4210099379"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0567,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.75041092,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"54","issue":"10s","first_page":"1","last_page":"49"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","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"}},"topics":[{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","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/T10828","display_name":"Biometric Identification and Security","score":0.9968000054359436,"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/T10057","display_name":"Face and Expression Recognition","score":0.9966999888420105,"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/biometrics","display_name":"Biometrics","score":0.7695134878158569},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7334609627723694},{"id":"https://openalex.org/keywords/comparability","display_name":"Comparability","score":0.6864151954650879},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.6757165193557739},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.6128379106521606},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5776152014732361},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.5480305552482605},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5442098379135132},{"id":"https://openalex.org/keywords/quality-assessment","display_name":"Quality assessment","score":0.4655419588088989},{"id":"https://openalex.org/keywords/data-quality","display_name":"Data quality","score":0.4429191052913666},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.42886024713516235},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.42519986629486084},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.3337133526802063},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.32085955142974854},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3152264654636383},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.30769962072372437},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08133828639984131},{"id":"https://openalex.org/keywords/evaluation-methods","display_name":"Evaluation methods","score":0.07373034954071045},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07298842072486877}],"concepts":[{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.7695134878158569},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7334609627723694},{"id":"https://openalex.org/C197947376","wikidata":"https://www.wikidata.org/wiki/Q5155608","display_name":"Comparability","level":2,"score":0.6864151954650879},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.6757165193557739},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.6128379106521606},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5776152014732361},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.5480305552482605},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5442098379135132},{"id":"https://openalex.org/C3020001037","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assessment","level":3,"score":0.4655419588088989},{"id":"https://openalex.org/C24756922","wikidata":"https://www.wikidata.org/wiki/Q1757694","display_name":"Data quality","level":3,"score":0.4429191052913666},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.42886024713516235},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.42519986629486084},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.3337133526802063},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.32085955142974854},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3152264654636383},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.30769962072372437},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08133828639984131},{"id":"https://openalex.org/C3018395757","wikidata":"https://www.wikidata.org/wiki/Q1379672","display_name":"Evaluation methods","level":2,"score":0.07373034954071045},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07298842072486877},{"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},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","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/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.0},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","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/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/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0}],"mesh":[],"locations_count":6,"locations":[{"id":"doi:10.1145/3507901","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3507901","pdf_url":null,"source":{"id":"https://openalex.org/S157921468","display_name":"ACM Computing Surveys","issn_l":"0360-0300","issn":["0360-0300","1557-7341"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Computing Surveys","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2009.01103","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2009.01103","pdf_url":"https://arxiv.org/pdf/2009.01103","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"pmh:oai:repositorio.uam.es:10486/711508","is_oa":true,"landing_page_url":"http://hdl.handle.net/10486/711508","pdf_url":"https://repositorio.uam.es/bitstream/10486/711508/1/9124691.pdf","source":{"id":"https://openalex.org/S4306400964","display_name":"Biblos-e Archivo (Universidad Aut\u00f3noma de Madrid)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63634437","host_organization_name":"Universidad Aut\u00f3noma de Madrid","host_organization_lineage":["https://openalex.org/I63634437"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"info:eu-repo/semantics/acceptedVersion"},{"id":"mag:3082244326","is_oa":true,"landing_page_url":"http://export.arxiv.org/pdf/2009.01103","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},{"id":"pmh:oai:null:publica/415752","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/415752","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"journal article"},{"id":"doi:10.48550/arxiv.2009.01103","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2009.01103","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2009.01103","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2009.01103","pdf_url":"https://arxiv.org/pdf/2009.01103","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.4099999964237213,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[{"id":"https://openalex.org/G1276317268","display_name":null,"funder_award_id":"H2020-MSCA ITN-2019","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2001806450","display_name":null,"funder_award_id":"H2020-MSCA-ITN","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G2188020438","display_name":null,"funder_award_id":"H2020-MSCA-ITN-2019","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G3345895242","display_name":null,"funder_award_id":"H2020-MSCA","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G4136794878","display_name":null,"funder_award_id":"MSCA-ITN-2019-860813","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G434337789","display_name":null,"funder_award_id":"HORIZON2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4444582415","display_name":null,"funder_award_id":"H2020-MSCA-ITN-2019-860813","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G4937468798","display_name":null,"funder_award_id":"H2020","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G6281504974","display_name":null,"funder_award_id":"MSCA-ITN-2019","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G7177533331","display_name":null,"funder_award_id":"883356","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G7628805400","display_name":null,"funder_award_id":"MSCA-ITN-2019","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7750532576","display_name":"TRaining in Secure and PrivAcy-preserving biometricS","funder_award_id":"860813","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G7984235579","display_name":null,"funder_award_id":"H2020-MSCA-ITN","funder_id":"https://openalex.org/F4320332999","funder_display_name":"Horizon 2020 Framework Programme"},{"id":"https://openalex.org/G8132197605","display_name":"image Manipulation Attack Resolving Solutions","funder_award_id":"883356","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"},{"id":"https://openalex.org/G8512683158","display_name":null,"funder_award_id":"H2020-MSCA","funder_id":"https://openalex.org/F4320320300","funder_display_name":"European Commission"}],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320332999","display_name":"Horizon 2020 Framework Programme","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":205,"referenced_works":["https://openalex.org/W108401713","https://openalex.org/W148688449","https://openalex.org/W599172532","https://openalex.org/W975491072","https://openalex.org/W1496768646","https://openalex.org/W1506836750","https://openalex.org/W1509966554","https://openalex.org/W1526662621","https://openalex.org/W1527240141","https://openalex.org/W1550005041","https://openalex.org/W1563941117","https://openalex.org/W1566135517","https://openalex.org/W1591385104","https://openalex.org/W1598707800","https://openalex.org/W1686810756","https://openalex.org/W1703887361","https://openalex.org/W1782590233","https://openalex.org/W1799366690","https://openalex.org/W1824983686","https://openalex.org/W1909591079","https://openalex.org/W1949778830","https://openalex.org/W1959608418","https://openalex.org/W1965804146","https://openalex.org/W1966819405","https://openalex.org/W1980732600","https://openalex.org/W1982471090","https://openalex.org/W1988558213","https://openalex.org/W1991777678","https://openalex.org/W2004211009","https://openalex.org/W2004714383","https://openalex.org/W2005308782","https://openalex.org/W2006793117","https://openalex.org/W2012885984","https://openalex.org/W2019464758","https://openalex.org/W2024804726","https://openalex.org/W2033419168","https://openalex.org/W2044465660","https://openalex.org/W2048937309","https://openalex.org/W2051596736","https://openalex.org/W2052924761","https://openalex.org/W2053752850","https://openalex.org/W2055492845","https://openalex.org/W2056366283","https://openalex.org/W2058635015","https://openalex.org/W2060554393","https://openalex.org/W2069165391","https://openalex.org/W2069255443","https://openalex.org/W2071266191","https://openalex.org/W2072273451","https://openalex.org/W2078104826","https://openalex.org/W2082012145","https://openalex.org/W2083610878","https://openalex.org/W2086287546","https://openalex.org/W2096027770","https://openalex.org/W2097117768","https://openalex.org/W2100615755","https://openalex.org/W2102166818","https://openalex.org/W2103440697","https://openalex.org/W2103514961","https://openalex.org/W2103560185","https://openalex.org/W2105332027","https://openalex.org/W2108598243","https://openalex.org/W2108729907","https://openalex.org/W2114165427","https://openalex.org/W2115026633","https://openalex.org/W2121684305","https://openalex.org/W2123921160","https://openalex.org/W2125127226","https://openalex.org/W2125874614","https://openalex.org/W2127789936","https://openalex.org/W2129972025","https://openalex.org/W2130275572","https://openalex.org/W2134013617","https://openalex.org/W2136808691","https://openalex.org/W2137659841","https://openalex.org/W2138451337","https://openalex.org/W2139927044","https://openalex.org/W2144942180","https://openalex.org/W2146824864","https://openalex.org/W2149382413","https://openalex.org/W2150498808","https://openalex.org/W2151103935","https://openalex.org/W2151976365","https://openalex.org/W2156977199","https://openalex.org/W2157664611","https://openalex.org/W2157844051","https://openalex.org/W2157920973","https://openalex.org/W2159269332","https://openalex.org/W2161684519","https://openalex.org/W2162692770","https://openalex.org/W2163744678","https://openalex.org/W2163865841","https://openalex.org/W2163870506","https://openalex.org/W2164598857","https://openalex.org/W2167514808","https://openalex.org/W2170567421","https://openalex.org/W2183341477","https://openalex.org/W2185089786","https://openalex.org/W2194775991","https://openalex.org/W2279098554","https://openalex.org/W2292319643","https://openalex.org/W2295556297","https://openalex.org/W2324000936","https://openalex.org/W2404498690","https://openalex.org/W2515770085","https://openalex.org/W2526096742","https://openalex.org/W2531409750","https://openalex.org/W2536633715","https://openalex.org/W2542692060","https://openalex.org/W2547222610","https://openalex.org/W2592232824","https://openalex.org/W2618530766","https://openalex.org/W2620158569","https://openalex.org/W2620830861","https://openalex.org/W2646360016","https://openalex.org/W2663800299","https://openalex.org/W2732824340","https://openalex.org/W2736633948","https://openalex.org/W2741143921","https://openalex.org/W2752828042","https://openalex.org/W2766522240","https://openalex.org/W2766818358","https://openalex.org/W2776637495","https://openalex.org/W2789848387","https://openalex.org/W2791753615","https://openalex.org/W2793708128","https://openalex.org/W2793964976","https://openalex.org/W2795263844","https://openalex.org/W2857700126","https://openalex.org/W2871667416","https://openalex.org/W2891645170","https://openalex.org/W2901502713","https://openalex.org/W2903843187","https://openalex.org/W2908974255","https://openalex.org/W2913591211","https://openalex.org/W2913845656","https://openalex.org/W2929482630","https://openalex.org/W2940680340","https://openalex.org/W2941609709","https://openalex.org/W2962697884","https://openalex.org/W2963163009","https://openalex.org/W2963446712","https://openalex.org/W2963460857","https://openalex.org/W2963671154","https://openalex.org/W2963839617","https://openalex.org/W2963962956","https://openalex.org/W2964081807","https://openalex.org/W2964254778","https://openalex.org/W2969842256","https://openalex.org/W2969985801","https://openalex.org/W2971453594","https://openalex.org/W2979639244","https://openalex.org/W2981731882","https://openalex.org/W2983461872","https://openalex.org/W2984006054","https://openalex.org/W2991056864","https://openalex.org/W2997428643","https://openalex.org/W2997565080","https://openalex.org/W2998816058","https://openalex.org/W3005720838","https://openalex.org/W3006276840","https://openalex.org/W3011845801","https://openalex.org/W3012689545","https://openalex.org/W3013773197","https://openalex.org/W3022710784","https://openalex.org/W3033123268","https://openalex.org/W3034051063","https://openalex.org/W3034552680","https://openalex.org/W3034625979","https://openalex.org/W3035232573","https://openalex.org/W3035376925","https://openalex.org/W3035739915","https://openalex.org/W3048511172","https://openalex.org/W3082773161","https://openalex.org/W3092911149","https://openalex.org/W3099206234","https://openalex.org/W3117977527","https://openalex.org/W3128948337","https://openalex.org/W3132116826","https://openalex.org/W3133850327","https://openalex.org/W3142692140","https://openalex.org/W3162433662","https://openalex.org/W3169129566","https://openalex.org/W3170632417","https://openalex.org/W3174847300","https://openalex.org/W3185168598","https://openalex.org/W3198276219","https://openalex.org/W3204032804","https://openalex.org/W3206484473","https://openalex.org/W3207783279","https://openalex.org/W4210534029","https://openalex.org/W4212776661","https://openalex.org/W4230222986","https://openalex.org/W4247614247","https://openalex.org/W4249379752","https://openalex.org/W6630559721","https://openalex.org/W6631483996","https://openalex.org/W6631618440","https://openalex.org/W6635552349","https://openalex.org/W6639817419","https://openalex.org/W6676297131","https://openalex.org/W6753410490","https://openalex.org/W6761223327","https://openalex.org/W6775547499","https://openalex.org/W6801789088"],"related_works":["https://openalex.org/W2969985801","https://openalex.org/W3035739915","https://openalex.org/W3099206234","https://openalex.org/W3006276840","https://openalex.org/W3034051063","https://openalex.org/W2984006054","https://openalex.org/W2793964976","https://openalex.org/W2515770085","https://openalex.org/W1991777678","https://openalex.org/W1782590233","https://openalex.org/W2963839617","https://openalex.org/W2963466847","https://openalex.org/W2962898354","https://openalex.org/W3192808519","https://openalex.org/W2696091932","https://openalex.org/W3157952006","https://openalex.org/W1930582007","https://openalex.org/W1425104224","https://openalex.org/W2372080584","https://openalex.org/W2401054198"],"abstract_inverted_index":{"The":[0],"performance":[1],"of":[2,12,27,32,52,88,109,128],"face":[3,15,28,54,65,92,98],"analysis":[4],"and":[5,43,119,133],"recognition":[6,93],"systems":[7],"depends":[8],"on":[9,62],"the":[10,13,25,53,81,86,126,134],"quality":[11,26,56,89,100],"acquired":[14],"data,":[16],"which":[17,59,113],"is":[18,74],"influenced":[19],"by":[20],"numerous":[21],"factors.":[22],"Automatically":[23],"assessing":[24],"data":[29,42],"in":[30,106,147],"terms":[31],"biometric":[33],"utility":[34,152],"can":[35,102],"thus":[36],"be":[37,104],"useful":[38],"to":[39,139,149],"detect":[40],"low-quality":[41],"make":[44],"decisions":[45],"accordingly.":[46],"This":[47],"survey":[48],"provides":[49],"an":[50],"overview":[51],"image":[55,66,96,99],"assessment":[57,90,101],"literature,":[58],"predominantly":[60],"focuses":[61],"visible":[63],"wavelength":[64],"input.":[67],"A":[68],"trend":[69],"towards":[70],"deep":[71,141],"learning-based":[72],"methods":[73],"observed,":[75],"including":[76],"notable":[77],"conceptual":[78],"differences":[79],"among":[80],"recent":[82],"approaches,":[83],"such":[84],"as":[85],"integration":[87],"into":[91],"models.":[94],"Besides":[95],"selection,":[97],"also":[103],"used":[105],"a":[107],"variety":[108],"other":[110],"application":[111],"scenarios,":[112],"are":[114,121,145],"discussed":[115],"herein.":[116],"Open":[117],"issues":[118],"challenges":[120],"pointed":[122],"out,":[123],"i.a.,":[124],"highlighting":[125],"importance":[127],"comparability":[129],"for":[130,136],"algorithm":[131],"evaluations":[132],"challenge":[135],"future":[137],"work":[138],"create":[140],"learning":[142],"approaches":[143],"that":[144],"interpretable":[146],"addition":[148],"providing":[150],"accurate":[151],"predictions.":[153]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":13}],"updated_date":"2026-08-05T07:39:15.569665","created_date":"2025-10-10T00:00:00"}