{"id":"https://openalex.org/W4393010029","doi":"https://doi.org/10.1007/s11042-024-18880-y","title":"CNN-LPQ: convolutional neural network combined to local phase quantization based approach for face anti-spoofing","display_name":"CNN-LPQ: convolutional neural network combined to local phase quantization based approach for face anti-spoofing","publication_year":2024,"publication_date":"2024-03-20","ids":{"openalex":"https://openalex.org/W4393010029","doi":"https://doi.org/10.1007/s11042-024-18880-y"},"language":"en","primary_location":{"id":"doi:10.1007/s11042-024-18880-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-024-18880-y","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04726834","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5094204452","display_name":"Mebrouka Madi","orcid":"https://orcid.org/0009-0005-2673-9254"},"institutions":[{"id":"https://openalex.org/I187560010","display_name":"University of B\u00e9ja\u00efa","ror":"https://ror.org/03yb2hp88","country_code":"DZ","type":"education","lineage":["https://openalex.org/I187560010"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Mebrouka Madi","raw_affiliation_strings":["Laboratory of Medical Informatics (LIMED), Faculty of Exact Sciences, University of Bejaia, 06000, Bejaia, Algeria","UB - Universit\u00e9 Abderrahmane Mira [Universit\u00e9 de B\u00e9ja\u00efa] = University Abderrahmane Mira [University of B\u00e9ja\u00efa] (Campus Targa Ouzemour, B\u00e9ja\u00efa, Alg\u00e9rie - Algeria)"],"affiliations":[{"raw_affiliation_string":"Laboratory of Medical Informatics (LIMED), Faculty of Exact Sciences, University of Bejaia, 06000, Bejaia, Algeria","institution_ids":["https://openalex.org/I187560010"]},{"raw_affiliation_string":"UB - Universit\u00e9 Abderrahmane Mira [Universit\u00e9 de B\u00e9ja\u00efa] = University Abderrahmane Mira [University of B\u00e9ja\u00efa] (Campus Targa Ouzemour, B\u00e9ja\u00efa, Alg\u00e9rie - Algeria)","institution_ids":["https://openalex.org/I187560010"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060101024","display_name":"Mohammed Khammari","orcid":"https://orcid.org/0000-0001-5730-0416"},"institutions":[{"id":"https://openalex.org/I187560010","display_name":"University of B\u00e9ja\u00efa","ror":"https://ror.org/03yb2hp88","country_code":"DZ","type":"education","lineage":["https://openalex.org/I187560010"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Mohammed Khammari","raw_affiliation_strings":["Laboratory of Medical Informatics (LIMED), Faculty of Exact Sciences, University of Bejaia, 06000, Bejaia, Algeria","UB - Universit\u00e9 Abderrahmane Mira [Universit\u00e9 de B\u00e9ja\u00efa] = University Abderrahmane Mira [University of B\u00e9ja\u00efa] (Campus Targa Ouzemour, B\u00e9ja\u00efa, Alg\u00e9rie - Algeria)"],"affiliations":[{"raw_affiliation_string":"Laboratory of Medical Informatics (LIMED), Faculty of Exact Sciences, University of Bejaia, 06000, Bejaia, Algeria","institution_ids":["https://openalex.org/I187560010"]},{"raw_affiliation_string":"UB - Universit\u00e9 Abderrahmane Mira [Universit\u00e9 de B\u00e9ja\u00efa] = University Abderrahmane Mira [University of B\u00e9ja\u00efa] (Campus Targa Ouzemour, B\u00e9ja\u00efa, Alg\u00e9rie - Algeria)","institution_ids":["https://openalex.org/I187560010"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024090300","display_name":"Mohamed\u2013Chaker Larabi","orcid":"https://orcid.org/0000-0003-4511-5381"},"institutions":[{"id":"https://openalex.org/I4210093397","display_name":"XLIM","ror":"https://ror.org/00f7srh09","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I32881790","https://openalex.org/I4210093397","https://openalex.org/I4210095849","https://openalex.org/I65806277"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I32881790","display_name":"Universit\u00e9 de Poitiers","ror":"https://ror.org/04xhy8q59","country_code":"FR","type":"education","lineage":["https://openalex.org/I32881790"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Mohamed-Chaker Larabi","raw_affiliation_strings":["Universit\u00e9 de Poitiers, CNRS, XLIM, Poitiers, France","UP - Universit\u00e9 de Poitiers =  University of Poitiers (15, rue de l'H\u00f4tel Dieu - 86034 Poitiers Cedex - France)","XLIM-ASALI - Synth\u00e8se et analyse d'images (123 avenue Albert Thomas 87060 Limoges Cedex - France)"],"affiliations":[{"raw_affiliation_string":"Universit\u00e9 de Poitiers, CNRS, XLIM, Poitiers, France","institution_ids":["https://openalex.org/I32881790","https://openalex.org/I1294671590"]},{"raw_affiliation_string":"UP - Universit\u00e9 de Poitiers =  University of Poitiers (15, rue de l'H\u00f4tel Dieu - 86034 Poitiers Cedex - France)","institution_ids":["https://openalex.org/I32881790"]},{"raw_affiliation_string":"XLIM-ASALI - Synth\u00e8se et analyse d'images (123 avenue Albert Thomas 87060 Limoges Cedex - France)","institution_ids":["https://openalex.org/I4210093397"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5094204452"],"corresponding_institution_ids":["https://openalex.org/I187560010"],"apc_list":null,"apc_paid":null,"fwci":1.8119,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.84523935,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"83","issue":"40","first_page":"87749","last_page":"87780"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9830999970436096,"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":0.9674999713897705,"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/computer-science","display_name":"Computer science","score":0.8633162379264832},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7746677994728088},{"id":"https://openalex.org/keywords/color-space","display_name":"Color space","score":0.6714833974838257},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.646253764629364},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6287562847137451},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.5617412328720093},{"id":"https://openalex.org/keywords/hsl-and-hsv","display_name":"HSL and HSV","score":0.503248393535614},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4811326563358307},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.47379443049430847},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.47243747115135193},{"id":"https://openalex.org/keywords/rgb-color-space","display_name":"RGB color space","score":0.41679200530052185},{"id":"https://openalex.org/keywords/spoofing-attack","display_name":"Spoofing attack","score":0.4142433702945709},{"id":"https://openalex.org/keywords/color-image","display_name":"Color image","score":0.2984033226966858},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.1839645802974701},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.11716294288635254}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8633162379264832},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7746677994728088},{"id":"https://openalex.org/C2961294","wikidata":"https://www.wikidata.org/wiki/Q166863","display_name":"Color space","level":3,"score":0.6714833974838257},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.646253764629364},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6287562847137451},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.5617412328720093},{"id":"https://openalex.org/C36372059","wikidata":"https://www.wikidata.org/wiki/Q376492","display_name":"HSL and HSV","level":3,"score":0.503248393535614},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4811326563358307},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47379443049430847},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.47243747115135193},{"id":"https://openalex.org/C84216515","wikidata":"https://www.wikidata.org/wiki/Q375677","display_name":"RGB color space","level":5,"score":0.41679200530052185},{"id":"https://openalex.org/C167900197","wikidata":"https://www.wikidata.org/wiki/Q11081100","display_name":"Spoofing attack","level":2,"score":0.4142433702945709},{"id":"https://openalex.org/C142616399","wikidata":"https://www.wikidata.org/wiki/Q5148604","display_name":"Color image","level":4,"score":0.2984033226966858},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.1839645802974701},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.11716294288635254},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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/C159047783","wikidata":"https://www.wikidata.org/wiki/Q7215","display_name":"Virology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C2522874641","wikidata":"https://www.wikidata.org/wiki/Q808","display_name":"Virus","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s11042-024-18880-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11042-024-18880-y","pdf_url":null,"source":{"id":"https://openalex.org/S110206669","display_name":"Multimedia Tools and Applications","issn_l":"1380-7501","issn":["1380-7501","1573-7721"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Multimedia Tools and Applications","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04726834v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04726834","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://link-springer-com.ressources.univ-poitiers.fr/article/10.1007/s11042-024-18880-y","raw_type":"Journal articles"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04726834v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04726834","pdf_url":null,"source":{"id":"https://openalex.org/S4406922466","display_name":"SPIRE - Sciences Po Institutional REpository","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"https://link-springer-com.ressources.univ-poitiers.fr/article/10.1007/s11042-024-18880-y","raw_type":"Journal articles"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1607979445","https://openalex.org/W1824983686","https://openalex.org/W1979339361","https://openalex.org/W1982209341","https://openalex.org/W2003092530","https://openalex.org/W2028934422","https://openalex.org/W2042883034","https://openalex.org/W2061272711","https://openalex.org/W2072273451","https://openalex.org/W2107227001","https://openalex.org/W2160757564","https://openalex.org/W2161969291","https://openalex.org/W2162915993","https://openalex.org/W2174309130","https://openalex.org/W2191429225","https://openalex.org/W2271840356","https://openalex.org/W2341318667","https://openalex.org/W2341528187","https://openalex.org/W2409050142","https://openalex.org/W2510926985","https://openalex.org/W2511730936","https://openalex.org/W2522438482","https://openalex.org/W2534649604","https://openalex.org/W2551249768","https://openalex.org/W2578178601","https://openalex.org/W2611159092","https://openalex.org/W2739060149","https://openalex.org/W2747132423","https://openalex.org/W2754376709","https://openalex.org/W2787613668","https://openalex.org/W2794969028","https://openalex.org/W2809421645","https://openalex.org/W2949699261","https://openalex.org/W2952476201","https://openalex.org/W2955934671","https://openalex.org/W2956066883","https://openalex.org/W2964121744","https://openalex.org/W2997604048","https://openalex.org/W3005729266","https://openalex.org/W3005973417","https://openalex.org/W3092393585","https://openalex.org/W3092925471","https://openalex.org/W3101998545","https://openalex.org/W3109941474","https://openalex.org/W3119237817","https://openalex.org/W4213202802","https://openalex.org/W4225341272","https://openalex.org/W4239510810","https://openalex.org/W4284880671","https://openalex.org/W4285040883","https://openalex.org/W4297193043","https://openalex.org/W4297580547","https://openalex.org/W4311397031","https://openalex.org/W4312792082","https://openalex.org/W4314937974","https://openalex.org/W4320930577","https://openalex.org/W4321604860","https://openalex.org/W4361275888","https://openalex.org/W4388419449"],"related_works":["https://openalex.org/W3198104320","https://openalex.org/W3123096349","https://openalex.org/W2044382768","https://openalex.org/W2805159267","https://openalex.org/W2103827867","https://openalex.org/W2076371382","https://openalex.org/W2364571238","https://openalex.org/W2009825974","https://openalex.org/W2907149038","https://openalex.org/W4366200993"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}