{"id":"https://openalex.org/W4413398882","doi":"https://doi.org/10.1007/s00530-025-01959-3","title":"Generalization-oriented face forgery detection via discriminative feature analysis and normalization","display_name":"Generalization-oriented face forgery detection via discriminative feature analysis and normalization","publication_year":2025,"publication_date":"2025-08-21","ids":{"openalex":"https://openalex.org/W4413398882","doi":"https://doi.org/10.1007/s00530-025-01959-3"},"language":"en","primary_location":{"id":"doi:10.1007/s00530-025-01959-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-025-01959-3","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"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 Systems","raw_type":"journal-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/A5017916688","display_name":"Xin Li","orcid":"https://orcid.org/0000-0002-2581-9974"},"institutions":[{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Li","raw_affiliation_strings":["Beijing Key Laboratory of Information Service Engineering, Beijing Union University, Beijing, 100101, China","College of Robotics, Beijing Union University, Beijing, 100101, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Information Service Engineering, Beijing Union University, Beijing, 100101, China","institution_ids":["https://openalex.org/I114234892"]},{"raw_affiliation_string":"College of Robotics, Beijing Union University, Beijing, 100101, China","institution_ids":["https://openalex.org/I114234892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089881297","display_name":"Bingxin Xu","orcid":"https://orcid.org/0009-0002-3340-4215"},"institutions":[{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingxin Xu","raw_affiliation_strings":["Beijing Key Laboratory of Information Service Engineering, Beijing Union University, Beijing, 100101, China","College of Robotics, Beijing Union University, Beijing, 100101, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Information Service Engineering, Beijing Union University, Beijing, 100101, China","institution_ids":["https://openalex.org/I114234892"]},{"raw_affiliation_string":"College of Robotics, Beijing Union University, Beijing, 100101, China","institution_ids":["https://openalex.org/I114234892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069640828","display_name":"Hongzhe Liu","orcid":"https://orcid.org/0000-0002-6887-368X"},"institutions":[{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongzhe Liu","raw_affiliation_strings":["Beijing Key Laboratory of Information Service Engineering, Beijing Union University, Beijing, 100101, China","College of Robotics, Beijing Union University, Beijing, 100101, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Information Service Engineering, Beijing Union University, Beijing, 100101, China","institution_ids":["https://openalex.org/I114234892"]},{"raw_affiliation_string":"College of Robotics, Beijing Union University, Beijing, 100101, China","institution_ids":["https://openalex.org/I114234892"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108739206","display_name":"Pan Wei-guo","orcid":null},"institutions":[{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weiguo Pan","raw_affiliation_strings":["Beijing Key Laboratory of Information Service Engineering, Beijing Union University, Beijing, 100101, China","College of Robotics, Beijing Union University, Beijing, 100101, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Information Service Engineering, Beijing Union University, Beijing, 100101, China","institution_ids":["https://openalex.org/I114234892"]},{"raw_affiliation_string":"College of Robotics, Beijing Union University, Beijing, 100101, China","institution_ids":["https://openalex.org/I114234892"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5054973403","display_name":"Cheng\u2010Jian Xu","orcid":"https://orcid.org/0000-0003-1586-4672"},"institutions":[{"id":"https://openalex.org/I114234892","display_name":"Beijing Union University","ror":"https://ror.org/01hg31662","country_code":"CN","type":"education","lineage":["https://openalex.org/I114234892"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Cheng Xu","raw_affiliation_strings":["Beijing Key Laboratory of Information Service Engineering, Beijing Union University, Beijing, 100101, China","College of Robotics, Beijing Union University, Beijing, 100101, China"],"affiliations":[{"raw_affiliation_string":"Beijing Key Laboratory of Information Service Engineering, Beijing Union University, Beijing, 100101, China","institution_ids":["https://openalex.org/I114234892"]},{"raw_affiliation_string":"College of Robotics, Beijing Union University, Beijing, 100101, China","institution_ids":["https://openalex.org/I114234892"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5017916688"],"corresponding_institution_ids":["https://openalex.org/I114234892"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21470404,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"31","issue":"5","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9980999827384949,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9980999827384949,"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/T11448","display_name":"Face recognition and analysis","score":0.9975000023841858,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9883999824523926,"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/discriminative-model","display_name":"Discriminative model","score":0.8067320585250854},{"id":"https://openalex.org/keywords/normalization","display_name":"Normalization (sociology)","score":0.7712010145187378},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7538237571716309},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.6079907417297363},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.599609911441803},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5621978640556335},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4956094026565552},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.4378683269023895},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3743246793746948},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3534500002861023},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13486403226852417}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.8067320585250854},{"id":"https://openalex.org/C136886441","wikidata":"https://www.wikidata.org/wiki/Q926129","display_name":"Normalization (sociology)","level":2,"score":0.7712010145187378},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7538237571716309},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.6079907417297363},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.599609911441803},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5621978640556335},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4956094026565552},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.4378683269023895},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3743246793746948},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3534500002861023},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13486403226852417},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00530-025-01959-3","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-025-01959-3","pdf_url":null,"source":{"id":"https://openalex.org/S112262039","display_name":"Multimedia Systems","issn_l":"0942-4962","issn":["0942-4962","1432-1882"],"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 Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7900000214576721,"display_name":"Reduced inequalities"}],"awards":[{"id":"https://openalex.org/G2643630353","display_name":null,"funder_award_id":"4242020","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G343683571","display_name":null,"funder_award_id":"62102033","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G685742449","display_name":null,"funder_award_id":"62006020","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8232605143","display_name":null,"funder_award_id":"62171042","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8733290145","display_name":null,"funder_award_id":"4232026","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1982682305","https://openalex.org/W2131953535","https://openalex.org/W2531409750","https://openalex.org/W2556013418","https://openalex.org/W2603777577","https://openalex.org/W2786289897","https://openalex.org/W2787595978","https://openalex.org/W2793888044","https://openalex.org/W2803106019","https://openalex.org/W2891145043","https://openalex.org/W2913399670","https://openalex.org/W2948069880","https://openalex.org/W2949813473","https://openalex.org/W2962858109","https://openalex.org/W2963132934","https://openalex.org/W2963240485","https://openalex.org/W2963684180","https://openalex.org/W2964117661","https://openalex.org/W2982220924","https://openalex.org/W3034196597","https://openalex.org/W3034218934","https://openalex.org/W3034552680","https://openalex.org/W3034713808","https://openalex.org/W3034900344","https://openalex.org/W3035459165","https://openalex.org/W3083246145","https://openalex.org/W3092609815","https://openalex.org/W3092879151","https://openalex.org/W3094728142","https://openalex.org/W3108854358","https://openalex.org/W3174508664","https://openalex.org/W3174814557","https://openalex.org/W3175342695","https://openalex.org/W3176241004","https://openalex.org/W3183999072","https://openalex.org/W3199643775","https://openalex.org/W3204248352","https://openalex.org/W4225743918","https://openalex.org/W4226024856","https://openalex.org/W4293146779","https://openalex.org/W4297095254","https://openalex.org/W4312388562","https://openalex.org/W4312753047","https://openalex.org/W4312782746","https://openalex.org/W4313127140","https://openalex.org/W4313476637","https://openalex.org/W4366667981","https://openalex.org/W4386075856","https://openalex.org/W4386076635","https://openalex.org/W4390414869","https://openalex.org/W4394939037","https://openalex.org/W4394969450","https://openalex.org/W4398238196","https://openalex.org/W4400111570","https://openalex.org/W4402626730","https://openalex.org/W4404207469","https://openalex.org/W6600175266","https://openalex.org/W6603394118"],"related_works":["https://openalex.org/W2965546495","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W3103844505","https://openalex.org/W259157601","https://openalex.org/W4205463238","https://openalex.org/W2761785940","https://openalex.org/W2110523656","https://openalex.org/W1482209366","https://openalex.org/W1617617605"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}