{"id":"https://openalex.org/W4389042758","doi":"https://doi.org/10.1109/isncc58260.2023.10323852","title":"Face Anti-Spoofing Detection Using Structure-Texture Decomposition","display_name":"Face Anti-Spoofing Detection Using Structure-Texture Decomposition","publication_year":2023,"publication_date":"2023-10-23","ids":{"openalex":"https://openalex.org/W4389042758","doi":"https://doi.org/10.1109/isncc58260.2023.10323852"},"language":"en","primary_location":{"id":"doi:10.1109/isncc58260.2023.10323852","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc58260.2023.10323852","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Symposium on Networks, Computers and Communications (ISNCC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5112837282","display_name":"D. Douglas","orcid":null},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Dareen Douglas","raw_affiliation_strings":["Qatar University,Department of Computer Science and Engineering,Doha,Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar University,Department of Computer Science and Engineering,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111081020","display_name":"Nada Ben Hassen","orcid":null},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Nada Ben Hassen","raw_affiliation_strings":["Qatar University,Department of Computer Science and Engineering,Doha,Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar University,Department of Computer Science and Engineering,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102583925","display_name":"Asmaa Aslam","orcid":null},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Asmaa Aslam","raw_affiliation_strings":["Qatar University,Department of Computer Science and Engineering,Doha,Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar University,Department of Computer Science and Engineering,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073274738","display_name":"Omar Elharrouss","orcid":"https://orcid.org/0000-0002-5341-5440"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Omar Elharrouss","raw_affiliation_strings":["Qatar University,Department of Computer Science and Engineering,Doha,Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar University,Department of Computer Science and Engineering,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5017608892","display_name":"Somaya Al-M\u00e1adeed","orcid":"https://orcid.org/0000-0002-0241-2899"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Somaya Al-Maadeed","raw_affiliation_strings":["Qatar University,Department of Computer Science and Engineering,Doha,Qatar"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Qatar University,Department of Computer Science and Engineering,Doha,Qatar","institution_ids":["https://openalex.org/I60342839"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60342839"],"apc_list":null,"apc_paid":null,"fwci":0.2417,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.47774133,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"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/T10828","display_name":"Biometric Identification and Security","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9998999834060669,"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/T11448","display_name":"Face recognition and analysis","score":0.996399998664856,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.984000027179718,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.8428810834884644},{"id":"https://openalex.org/keywords/spoofing-attack","display_name":"Spoofing attack","score":0.8167132139205933},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7551397085189819},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.6816079616546631},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6780128479003906},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6060012578964233},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.5618168711662292},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.5559040307998657},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.5077410936355591},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4703049063682556},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.4618130922317505},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16478878259658813}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.8428810834884644},{"id":"https://openalex.org/C167900197","wikidata":"https://www.wikidata.org/wiki/Q11081100","display_name":"Spoofing attack","level":2,"score":0.8167132139205933},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7551397085189819},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.6816079616546631},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6780128479003906},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6060012578964233},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.5618168711662292},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.5559040307998657},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.5077410936355591},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4703049063682556},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.4618130922317505},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16478878259658813},{"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/isncc58260.2023.10323852","is_oa":false,"landing_page_url":"https://doi.org/10.1109/isncc58260.2023.10323852","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 International Symposium on Networks, Computers and Communications (ISNCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/55868","is_oa":false,"landing_page_url":"https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85179850254&origin=inward","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"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":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.7300000190734863,"id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1770095230","https://openalex.org/W1889383825","https://openalex.org/W2118392996","https://openalex.org/W2473431653","https://openalex.org/W2604292070","https://openalex.org/W2787613668","https://openalex.org/W3155373209","https://openalex.org/W3209924177","https://openalex.org/W4236965008","https://openalex.org/W4238416801","https://openalex.org/W4301435801","https://openalex.org/W4380355634","https://openalex.org/W4386860443"],"related_works":["https://openalex.org/W2188559950","https://openalex.org/W2989910292","https://openalex.org/W2998478967","https://openalex.org/W3128793638","https://openalex.org/W2607818178","https://openalex.org/W2123299109","https://openalex.org/W2021230337","https://openalex.org/W2281508611","https://openalex.org/W3012240659","https://openalex.org/W2985118265"],"abstract_inverted_index":{"A":[0],"key":[1],"area":[2],"in":[3,23],"computer":[4],"vision":[5],"and":[6,12,43,54,69,75],"biometric":[7],"authentication":[8],"systems":[9],"is":[10,81,87],"detecting":[11],"classifying":[13],"face":[14,20,95,116],"anti-spoofing.":[15],"The":[16,31,56,78],"novel":[17],"method":[18,58],"for":[19,115],"anti-spoofing":[21,96,117],"presented":[22],"this":[24],"paper":[25],"focuses":[26],"on":[27],"color":[28,67],"invariant":[29],"methods.":[30,97],"proposed":[32],"approach":[33],"consists":[34],"to":[35,63,89],"compare":[36],"two":[37,47],"different":[38,48,103],"feature":[39,85,114],"extraction":[40],"methods:":[41],"LBP":[42],"HOG,":[44],"used":[45,82,88],"with":[46],"machine-learning":[49],"models":[50],"such":[51],"as":[52,83],"KNN":[53],"SVM.":[55],"suggested":[57],"improves":[59],"the":[60,91,94,99],"system's":[61],"ability":[62],"discriminate":[64],"by":[65],"utilizing":[66],"properties":[68],"overcoming":[70],"obstacles":[71],"like":[72],"varying":[73],"lighting":[74],"image":[76],"quality.":[77],"structure-texture":[79,108],"decomposition":[80,109],"a":[84,112],"that":[86,107],"improve":[90],"performance":[92],"of":[93],"After":[98],"experimental":[100],"results":[101],"using":[102],"techniques,":[104],"we":[105],"noticed":[106],"can":[110],"be":[111],"good":[113],"detection":[118],"features.":[119]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}