{"id":"https://openalex.org/W3094728142","doi":"https://doi.org/10.1007/978-3-030-58610-2_6","title":"Thinking in Frequency: Face Forgery Detection by Mining Frequency-Aware Clues","display_name":"Thinking in Frequency: Face Forgery Detection by Mining Frequency-Aware Clues","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3094728142","doi":"https://doi.org/10.1007/978-3-030-58610-2_6","mag":"3094728142"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-58610-2_6","doi":"https://doi.org/10.1007/978-3-030-58610-2_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58610-2_6","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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"},"volume":{"id":"https://openalex.org/W4241552766","display_name":"Computer Vision \u2013 ECCV 2020"},"type":"conference-paper","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2007.09355","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032465991","display_name":"Yu-Yang Qian","orcid":"https://orcid.org/0000-0002-5812-2807","observed_orcids":["https://orcid.org/0000-0002-5812-2807"]},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I4401727009","display_name":"Sensetime (China)","ror":"https://ror.org/049wsmj07","country_code":"CN","type":"company","lineage":["https://openalex.org/I4401727009"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuyang Qian","raw_affiliation_strings":["SenseTime Research, Hong Kong, China","University of Electronic Science and Technology of China, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0002-5812-2807","affiliations":[{"raw_affiliation_string":"SenseTime Research, Hong Kong, China","institution_ids":["https://openalex.org/I4401727009"]},{"raw_affiliation_string":"University of Electronic Science and Technology of China, Chengdu, China","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033440540","display_name":"Guojun Yin","orcid":"https://orcid.org/0000-0001-8260-5449","observed_orcids":["https://orcid.org/0000-0001-8260-5449"]},"institutions":[{"id":"https://openalex.org/I4401727009","display_name":"Sensetime (China)","ror":"https://ror.org/049wsmj07","country_code":"CN","type":"company","lineage":["https://openalex.org/I4401727009"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guojun Yin","raw_affiliation_strings":["SenseTime Research, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0001-8260-5449","affiliations":[{"raw_affiliation_string":"SenseTime Research, Hong Kong, China","institution_ids":["https://openalex.org/I4401727009"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035443556","display_name":"Lu Sheng","orcid":"https://orcid.org/0000-0002-8525-9163","observed_orcids":["https://orcid.org/0000-0002-8525-9163"]},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lu Sheng","raw_affiliation_strings":["College of Software, Beihang University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-8525-9163","affiliations":[{"raw_affiliation_string":"College of Software, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037714810","display_name":"Zixuan Chen","orcid":"https://orcid.org/0000-0001-9979-8750","observed_orcids":["https://orcid.org/0000-0001-9979-8750"]},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]},{"id":"https://openalex.org/I4401727009","display_name":"Sensetime (China)","ror":"https://ror.org/049wsmj07","country_code":"CN","type":"company","lineage":["https://openalex.org/I4401727009"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zixuan Chen","raw_affiliation_strings":["Northwestern Polytechnical University, Xi\u2019an, China","SenseTime Research, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0001-9979-8750","affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi\u2019an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"SenseTime Research, Hong Kong, China","institution_ids":["https://openalex.org/I4401727009"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023198186","display_name":"Jing Shao","orcid":"https://orcid.org/0000-0003-3521-6744","observed_orcids":["https://orcid.org/0000-0003-3521-6744"]},"institutions":[{"id":"https://openalex.org/I4401727009","display_name":"Sensetime (China)","ror":"https://ror.org/049wsmj07","country_code":"CN","type":"company","lineage":["https://openalex.org/I4401727009"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jing Shao","raw_affiliation_strings":["SenseTime Research, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-3521-6744","affiliations":[{"raw_affiliation_string":"SenseTime Research, Hong Kong, China","institution_ids":["https://openalex.org/I4401727009"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5033440540","https://openalex.org/A5035443556"],"corresponding_institution_ids":["https://openalex.org/I4401727009","https://openalex.org/I82880672"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":24.7845,"has_fulltext":true,"cited_by_count":1141,"citation_normalized_percentile":{"value":0.99638388,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"86","last_page":"103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","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/T12357","display_name":"Digital Media Forensic Detection","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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.0,"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/T11165","display_name":"Image and Video Quality Assessment","score":0.0,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/face-forgery-detection","display_name":"face forgery detection","score":0.996999979019165},{"id":"https://openalex.org/keywords/facial-manipulation","display_name":"face manipulation","score":0.7519999742507935},{"id":"https://openalex.org/keywords/frequency-domain-characteristics","display_name":"frequency-domain features","score":0.7129999995231628},{"id":"https://openalex.org/keywords/discrete-cosine-transform","display_name":"discrete cosine transform","score":0.875},{"id":"https://openalex.org/keywords/two-stream-network","display_name":"two-stream network","score":0.621999979019165},{"id":"https://openalex.org/keywords/compression-artifacts","display_name":"compression artifacts","score":0.6320000290870667},{"id":"https://openalex.org/keywords/faceforensics","display_name":"FaceForensics++","score":0.8009999990463257}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8391406536102295},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6219627857208252},{"id":"https://openalex.org/C19118579","wikidata":"https://www.wikidata.org/wiki/Q786423","display_name":"Frequency domain","level":2,"score":0.6027932167053223},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.561122715473175},{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.4488636255264282},{"id":"https://openalex.org/C26760741","wikidata":"https://www.wikidata.org/wiki/Q160402","display_name":"Perception","level":2,"score":0.4194277822971344},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3883087933063507},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3831849992275238},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.35275596380233765},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.32642197608947754},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-58610-2_6","doi":"https://doi.org/10.1007/978-3-030-58610-2_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-58610-2_6","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,"listed_in":["cwts-core","jufo-1","ki-jl-1","norway-1","vabb-shw"],"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:arXiv.org:2007.09355","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2007.09355","pdf_url":"https://arxiv.org/pdf/2007.09355","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,"listed_in":[],"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":"doi:10.48550/arxiv.2007.09355","doi":"https://doi.org/10.48550/arxiv.2007.09355","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2007.09355","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,"listed_in":[],"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":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2007.09355","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2007.09355","pdf_url":"https://arxiv.org/pdf/2007.09355","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,"listed_in":[],"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":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320329972","display_name":"SenseTime Group","ror":"https://ror.org/049wsmj07"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3094728142.pdf","grobid_xml":"https://content.openalex.org/works/W3094728142.grobid-xml"},"referenced_works_count":64,"referenced_works":["https://openalex.org/W1968164921","https://openalex.org/W1983586459","https://openalex.org/W2009130368","https://openalex.org/W2031614119","https://openalex.org/W2063603851","https://openalex.org/W2071794886","https://openalex.org/W2095613088","https://openalex.org/W2099471712","https://openalex.org/W2108598243","https://openalex.org/W2124353687","https://openalex.org/W2136666231","https://openalex.org/W2141112789","https://openalex.org/W2149072313","https://openalex.org/W2167852129","https://openalex.org/W2187089797","https://openalex.org/W2274287116","https://openalex.org/W2281375574","https://openalex.org/W2301937176","https://openalex.org/W2339370745","https://openalex.org/W2412509443","https://openalex.org/W2515585988","https://openalex.org/W2518108298","https://openalex.org/W2531409750","https://openalex.org/W2603123944","https://openalex.org/W2619947201","https://openalex.org/W2725613633","https://openalex.org/W2735904389","https://openalex.org/W2737081839","https://openalex.org/W2738947046","https://openalex.org/W2766527293","https://openalex.org/W2768626898","https://openalex.org/W2773031116","https://openalex.org/W2775714787","https://openalex.org/W2776107444","https://openalex.org/W2786289897","https://openalex.org/W2811414481","https://openalex.org/W2811432216","https://openalex.org/W2888519208","https://openalex.org/W2889677435","https://openalex.org/W2891145043","https://openalex.org/W2893749619","https://openalex.org/W2904367110","https://openalex.org/W2904996883","https://openalex.org/W2912336782","https://openalex.org/W2942074357","https://openalex.org/W2945262873","https://openalex.org/W2962958939","https://openalex.org/W2963720850","https://openalex.org/W2964350391","https://openalex.org/W2979259381","https://openalex.org/W2981523288","https://openalex.org/W2987809008","https://openalex.org/W2990503944","https://openalex.org/W2991318208","https://openalex.org/W2995516027","https://openalex.org/W3004909676","https://openalex.org/W3012472557","https://openalex.org/W3034196597","https://openalex.org/W3034577585","https://openalex.org/W3034594921","https://openalex.org/W3083246145","https://openalex.org/W3086623482","https://openalex.org/W6600291067","https://openalex.org/W6813809844"],"related_works":["https://openalex.org/W7160419023","https://openalex.org/W4390168357","https://openalex.org/W4290994941","https://openalex.org/W4390168459","https://openalex.org/W4399020582","https://openalex.org/W4394709016","https://openalex.org/W4221138818","https://openalex.org/W4382246202","https://openalex.org/W3204248352","https://openalex.org/W7117771566"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":281},{"year":2025,"cited_by_count":310},{"year":2024,"cited_by_count":216},{"year":2023,"cited_by_count":179},{"year":2022,"cited_by_count":112},{"year":2021,"cited_by_count":42},{"year":2020,"cited_by_count":1}],"updated_date":"2026-11-11T12:16:26.678958","created_date":"2020-11-09T00:00:00"}