{"id":"https://openalex.org/W3153966296","doi":"https://doi.org/10.1007/s00530-021-00778-6","title":"A framework of generative adversarial networks with novel loss for JPEG restoration and anti-forensics","display_name":"A framework of generative adversarial networks with novel loss for JPEG restoration and anti-forensics","publication_year":2021,"publication_date":"2021-04-12","ids":{"openalex":"https://openalex.org/W3153966296","doi":"https://doi.org/10.1007/s00530-021-00778-6","mag":"3153966296"},"language":"en","primary_location":{"id":"doi:10.1007/s00530-021-00778-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-021-00778-6","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/A5102220071","display_name":"WU Jian-yuan","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jianyuan Wu","raw_affiliation_strings":["Guangdong Key Laboratory of Information Security Technology, Sun Yat-sen University, Guangzhou, 510006, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Information Security Technology, Sun Yat-sen University, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077333494","display_name":"Xiangui Kang","orcid":"https://orcid.org/0000-0002-3134-0353"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangui Kang","raw_affiliation_strings":["Guangdong Key Laboratory of Information Security Technology, Sun Yat-sen University, Guangzhou, 510006, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Information Security Technology, Sun Yat-sen University, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045393106","display_name":"Jianhua Yang","orcid":"https://orcid.org/0000-0003-1354-9230"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhua Yang","raw_affiliation_strings":["Guangdong Key Laboratory of Information Security Technology, Sun Yat-sen University, Guangzhou, 510006, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Information Security Technology, Sun Yat-sen University, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100650058","display_name":"Wei Sun","orcid":"https://orcid.org/0000-0001-6998-9011"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Sun","raw_affiliation_strings":["Information Technology Key Laboratory of the Ministry of Education, School of Electronic and Information Engineering, Sun Yat-sen University, Guangzhou, 510006, China"],"affiliations":[{"raw_affiliation_string":"Information Technology Key Laboratory of the Ministry of Education, School of Electronic and Information Engineering, Sun Yat-sen University, Guangzhou, 510006, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5102220071"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":null,"apc_paid":null,"fwci":0.3874,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.59390863,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":"27","issue":"6","first_page":"1075","last_page":"1089"},"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9944000244140625,"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":0.9940999746322632,"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/adversarial-system","display_name":"Adversarial system","score":0.7744050025939941},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7648171782493591},{"id":"https://openalex.org/keywords/generative-grammar","display_name":"Generative grammar","score":0.6127352118492126},{"id":"https://openalex.org/keywords/generative-adversarial-network","display_name":"Generative adversarial network","score":0.5914713740348816},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.4850243926048279},{"id":"https://openalex.org/keywords/digital-forensics","display_name":"Digital forensics","score":0.47843316197395325},{"id":"https://openalex.org/keywords/jpeg","display_name":"JPEG","score":0.46956348419189453},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45422792434692383},{"id":"https://openalex.org/keywords/cryptography","display_name":"Cryptography","score":0.4534277617931366},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3469584286212921},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3249519467353821},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.13796931505203247},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.1318213939666748}],"concepts":[{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7744050025939941},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7648171782493591},{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6127352118492126},{"id":"https://openalex.org/C2988773926","wikidata":"https://www.wikidata.org/wiki/Q25104379","display_name":"Generative adversarial network","level":3,"score":0.5914713740348816},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.4850243926048279},{"id":"https://openalex.org/C84418412","wikidata":"https://www.wikidata.org/wiki/Q3246940","display_name":"Digital forensics","level":2,"score":0.47843316197395325},{"id":"https://openalex.org/C198751489","wikidata":"https://www.wikidata.org/wiki/Q2195","display_name":"JPEG","level":3,"score":0.46956348419189453},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45422792434692383},{"id":"https://openalex.org/C178489894","wikidata":"https://www.wikidata.org/wiki/Q8789","display_name":"Cryptography","level":2,"score":0.4534277617931366},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3469584286212921},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3249519467353821},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.13796931505203247},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.1318213939666748}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00530-021-00778-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00530-021-00778-6","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":[{"display_name":"Sustainable cities and communities","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/11"}],"awards":[{"id":"https://openalex.org/G2975718914","display_name":null,"funder_award_id":"2020M683051","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":51,"referenced_works":["https://openalex.org/W22271197","https://openalex.org/W202145487","https://openalex.org/W569478347","https://openalex.org/W1492380776","https://openalex.org/W1665214252","https://openalex.org/W1967094344","https://openalex.org/W1980745118","https://openalex.org/W1984077106","https://openalex.org/W2009130368","https://openalex.org/W2050991548","https://openalex.org/W2064076387","https://openalex.org/W2099471712","https://openalex.org/W2118779391","https://openalex.org/W2121029817","https://openalex.org/W2123965969","https://openalex.org/W2125389028","https://openalex.org/W2127295759","https://openalex.org/W2135065661","https://openalex.org/W2145915941","https://openalex.org/W2148685281","https://openalex.org/W2153635508","https://openalex.org/W2514123796","https://openalex.org/W2526792573","https://openalex.org/W2562637781","https://openalex.org/W2598581049","https://openalex.org/W2751202750","https://openalex.org/W2774322245","https://openalex.org/W2798117183","https://openalex.org/W2893711023","https://openalex.org/W2893749619","https://openalex.org/W2902302451","https://openalex.org/W2917583897","https://openalex.org/W2949117887","https://openalex.org/W2950893734","https://openalex.org/W2951939904","https://openalex.org/W2953384591","https://openalex.org/W2962687329","https://openalex.org/W2962835968","https://openalex.org/W2962879692","https://openalex.org/W2963073614","https://openalex.org/W2963470893","https://openalex.org/W2963684088","https://openalex.org/W2964101377","https://openalex.org/W2964121744","https://openalex.org/W3022346210","https://openalex.org/W6600281463","https://openalex.org/W6604434363","https://openalex.org/W6608993855","https://openalex.org/W6679338098","https://openalex.org/W6713134421","https://openalex.org/W6828894009"],"related_works":["https://openalex.org/W2888032422","https://openalex.org/W2996316059","https://openalex.org/W3156763702","https://openalex.org/W4385421777","https://openalex.org/W4377980832","https://openalex.org/W2897769091","https://openalex.org/W2969215546","https://openalex.org/W3005996785","https://openalex.org/W4297411772","https://openalex.org/W4226298148"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
