{"id":"https://openalex.org/W3111644812","doi":"https://doi.org/10.1007/978-3-030-64556-4_36","title":"Towards an Effective Approach for Face Recognition with DCGANs Data Augmentation","display_name":"Towards an Effective Approach for Face Recognition with DCGANs Data Augmentation","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3111644812","doi":"https://doi.org/10.1007/978-3-030-64556-4_36","mag":"3111644812"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-64556-4_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-64556-4_36","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"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/A5062349900","display_name":"Sirine Ammar","orcid":"https://orcid.org/0009-0006-7181-8338"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR","TN"],"is_corresponding":false,"raw_author_name":"Sirine Ammar","raw_affiliation_strings":["Laboratoire MIA, Universit\u00e9 de La Rochelle, La Rochelle, France","Laboratoire MIRACL, Universit\u00e9 de Sfax, Sfax, Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire MIA, Universit\u00e9 de La Rochelle, La Rochelle, France","institution_ids":["https://openalex.org/I78744979"]},{"raw_affiliation_string":"Laboratoire MIRACL, Universit\u00e9 de Sfax, Sfax, Tunisie","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046143134","display_name":"Thierry Bouwmans","orcid":"https://orcid.org/0000-0003-4018-8856"},"institutions":[{"id":"https://openalex.org/I78744979","display_name":"La Rochelle Universit\u00e9","ror":"https://ror.org/04mv1z119","country_code":"FR","type":"education","lineage":["https://openalex.org/I78744979"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Thierry Bouwmans","raw_affiliation_strings":["Laboratoire MIA, Universit\u00e9 de La Rochelle, La Rochelle, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire MIA, Universit\u00e9 de La Rochelle, La Rochelle, France","institution_ids":["https://openalex.org/I78744979"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020302600","display_name":"Nizar Zaghden","orcid":"https://orcid.org/0000-0001-6891-4149"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Nizar Zaghden","raw_affiliation_strings":["SETIT (ISBS), Universit\u00e9 de Sfax, Sfax, Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SETIT (ISBS), Universit\u00e9 de Sfax, Sfax, Tunisie","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110013635","display_name":"Mahmoud N\u00e9ji","orcid":null},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Mahmoud Neji","raw_affiliation_strings":["Laboratoire MIRACL, Universit\u00e9 de Sfax, Sfax, Tunisie"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Laboratoire MIRACL, Universit\u00e9 de Sfax, Sfax, Tunisie","institution_ids":["https://openalex.org/I142899784"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.2563,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.58745936,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"463","last_page":"475"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":1.0,"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":1.0,"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":0.9993000030517578,"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":0.9977999925613403,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.85943603515625},{"id":"https://openalex.org/keywords/facial-recognition-system","display_name":"Facial recognition system","score":0.7523926496505737},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7514029145240784},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7170275449752808},{"id":"https://openalex.org/keywords/face","display_name":"Face (sociological concept)","score":0.6866788864135742},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.615610659122467},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6046552062034607},{"id":"https://openalex.org/keywords/three-dimensional-face-recognition","display_name":"Three-dimensional face recognition","score":0.4805520176887512},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.459425687789917},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.45422935485839844},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.42637455463409424},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3873840868473053},{"id":"https://openalex.org/keywords/face-detection","display_name":"Face detection","score":0.3383954167366028},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.07801848649978638}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.85943603515625},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.7523926496505737},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7514029145240784},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7170275449752808},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6866788864135742},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.615610659122467},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6046552062034607},{"id":"https://openalex.org/C88799230","wikidata":"https://www.wikidata.org/wiki/Q3398329","display_name":"Three-dimensional face recognition","level":5,"score":0.4805520176887512},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.459425687789917},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.45422935485839844},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.42637455463409424},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3873840868473053},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.3383954167366028},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.07801848649978638},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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":2,"locations":[{"id":"doi:10.1007/978-3-030-64556-4_36","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-64556-4_36","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-03481458v1","is_oa":false,"landing_page_url":"https://hal.science/hal-03481458","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Symposium on Visual Computing, Oct 2020, San Diego, United States. pp.463-475, ⟨10.1007/978-3-030-64556-4_36⟩","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1563686443","https://openalex.org/W1686810756","https://openalex.org/W1780066064","https://openalex.org/W1782590233","https://openalex.org/W1849277567","https://openalex.org/W1950843348","https://openalex.org/W1974258166","https://openalex.org/W2078277829","https://openalex.org/W2096733369","https://openalex.org/W2097117768","https://openalex.org/W2118393783","https://openalex.org/W2130093472","https://openalex.org/W2140609507","https://openalex.org/W2144172034","https://openalex.org/W2145094598","https://openalex.org/W2145287260","https://openalex.org/W2146337213","https://openalex.org/W2148486638","https://openalex.org/W2149329022","https://openalex.org/W2157920973","https://openalex.org/W2173520492","https://openalex.org/W2341528187","https://openalex.org/W2468781393","https://openalex.org/W2560473673","https://openalex.org/W2731685558","https://openalex.org/W2789757863","https://openalex.org/W2889378212","https://openalex.org/W2949194345","https://openalex.org/W2955024498","https://openalex.org/W2963254524","https://openalex.org/W2963466847","https://openalex.org/W2969985801","https://openalex.org/W2976682141","https://openalex.org/W3004257458","https://openalex.org/W3093584394","https://openalex.org/W3099206234","https://openalex.org/W3101998545","https://openalex.org/W6600547436"],"related_works":["https://openalex.org/W2166031825","https://openalex.org/W2918845005","https://openalex.org/W2040482211","https://openalex.org/W2058325696","https://openalex.org/W2185537520","https://openalex.org/W325114128","https://openalex.org/W4285815683","https://openalex.org/W2336272890","https://openalex.org/W4312238398","https://openalex.org/W4308999963"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}