{"id":"https://openalex.org/W4324370592","doi":"https://doi.org/10.1016/j.ins.2023.03.079","title":"A facial geometry based detection model for face manipulation using CNN-LSTM architecture","display_name":"A facial geometry based detection model for face manipulation using CNN-LSTM architecture","publication_year":2023,"publication_date":"2023-03-15","ids":{"openalex":"https://openalex.org/W4324370592","doi":"https://doi.org/10.1016/j.ins.2023.03.079"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2023.03.079","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"journal-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/A5087985552","display_name":"Peifeng Liang","orcid":"https://orcid.org/0000-0001-8075-5996"},"institutions":[{"id":"https://openalex.org/I4210144214","display_name":"Jiangsu University of Technology","ror":"https://ror.org/04jabhf80","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210144214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peifeng Liang","raw_affiliation_strings":["School of Computer Engineering, Jiangsu University of Technology, Changzhou, Jiangsu, 213001, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Jiangsu University of Technology, Changzhou, Jiangsu, 213001, China","institution_ids":["https://openalex.org/I4210144214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100412441","display_name":"Gang Liu","orcid":"https://orcid.org/0000-0002-3698-1547"},"institutions":[{"id":"https://openalex.org/I36152291","display_name":"Henan University of Technology","ror":"https://ror.org/05sbgwt55","country_code":"CN","type":"education","lineage":["https://openalex.org/I36152291"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gang Liu","raw_affiliation_strings":["School of Artificial Intelligence and Big Data, Henan University of Technology, Zhengzhou, 450001, China"],"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence and Big Data, Henan University of Technology, Zhengzhou, 450001, China","institution_ids":["https://openalex.org/I36152291"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005864702","display_name":"Zenggang Xiong","orcid":"https://orcid.org/0000-0003-4467-9599"},"institutions":[{"id":"https://openalex.org/I4210154338","display_name":"Hubei Engineering University","ror":"https://ror.org/05amnwk22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210154338"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zenggang Xiong","raw_affiliation_strings":["School of Computer and Information Science, Hubei Engineering University, Xiaogan, Hubei, 432000, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Science, Hubei Engineering University, Xiaogan, Hubei, 432000, China","institution_ids":["https://openalex.org/I4210154338"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071285652","display_name":"Honghui Fan","orcid":"https://orcid.org/0009-0009-0868-1684"},"institutions":[{"id":"https://openalex.org/I4210144214","display_name":"Jiangsu University of Technology","ror":"https://ror.org/04jabhf80","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210144214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Honghui Fan","raw_affiliation_strings":["School of Computer Engineering, Jiangsu University of Technology, Changzhou, Jiangsu, 213001, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Jiangsu University of Technology, Changzhou, Jiangsu, 213001, China","institution_ids":["https://openalex.org/I4210144214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070908517","display_name":"Hongjin Zhu","orcid":"https://orcid.org/0009-0006-8065-1445"},"institutions":[{"id":"https://openalex.org/I4210144214","display_name":"Jiangsu University of Technology","ror":"https://ror.org/04jabhf80","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210144214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongjin Zhu","raw_affiliation_strings":["School of Computer Engineering, Jiangsu University of Technology, Changzhou, Jiangsu, 213001, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Jiangsu University of Technology, Changzhou, Jiangsu, 213001, China","institution_ids":["https://openalex.org/I4210144214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5114348382","display_name":"Xuemin Zhang","orcid":"https://orcid.org/0009-0001-2615-1822"},"institutions":[{"id":"https://openalex.org/I4210154338","display_name":"Hubei Engineering University","ror":"https://ror.org/05amnwk22","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210154338"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xuemin Zhang","raw_affiliation_strings":["School of Computer and Information Science, Hubei Engineering University, Xiaogan, Hubei, 432000, China"],"affiliations":[{"raw_affiliation_string":"School of Computer and Information Science, Hubei Engineering University, Xiaogan, Hubei, 432000, China","institution_ids":["https://openalex.org/I4210154338"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5005864702"],"corresponding_institution_ids":["https://openalex.org/I4210154338"],"apc_list":{"value":3330,"currency":"USD","value_usd":3330,"provenance":"doaj"},"apc_paid":null,"fwci":4.933,"has_fulltext":false,"cited_by_count":22,"citation_normalized_percentile":{"value":0.999956,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":99},"biblio":{"volume":"633","issue":null,"first_page":"370","last_page":"383"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9998,"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":0.9998,"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":0.9943,"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":0.9904,"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/softmax-function","display_name":"Softmax function","score":0.8323478},{"id":"https://openalex.org/keywords/landmark","display_name":"Landmark","score":0.75125957},{"id":"https://openalex.org/keywords/upsampling","display_name":"Upsampling","score":0.6623353},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.62438947},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.5551818},{"id":"https://openalex.org/keywords/face-hallucination","display_name":"Face hallucination","score":0.54878116}],"concepts":[{"id":"https://openalex.org/C188441871","wikidata":"https://www.wikidata.org/wiki/Q7554146","display_name":"Softmax function","level":3,"score":0.8323478},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8173784},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7785421},{"id":"https://openalex.org/C2780297707","wikidata":"https://www.wikidata.org/wiki/Q4895393","display_name":"Landmark","level":2,"score":0.75125957},{"id":"https://openalex.org/C110384440","wikidata":"https://www.wikidata.org/wiki/Q1143270","display_name":"Upsampling","level":3,"score":0.6623353},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.6613037},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.62438947},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5760509},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.5551818},{"id":"https://openalex.org/C54654163","wikidata":"https://www.wikidata.org/wiki/Q5428359","display_name":"Face hallucination","level":5,"score":0.54878116},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.49496144},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4867799},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46377793},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.46132058},{"id":"https://openalex.org/C205711294","wikidata":"https://www.wikidata.org/wiki/Q176953","display_name":"Rendering (computer graphics)","level":2,"score":0.45744464},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.3662933},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.3580617},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.26460695},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","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},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.ins.2023.03.079","pdf_url":null,"source":{"id":"https://openalex.org/S192650101","display_name":"Information Sciences","issn_l":"0020-0255","issn":["0020-0255","1872-6291"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","score":0.68,"id":"https://metadata.un.org/sdg/10"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":18,"referenced_works":["https://openalex.org/W2083059234","https://openalex.org/W2083192529","https://openalex.org/W2162156567","https://openalex.org/W2888519208","https://openalex.org/W2909336075","https://openalex.org/W2911605501","https://openalex.org/W2942074357","https://openalex.org/W2963881378","https://openalex.org/W2989219518","https://openalex.org/W3024673672","https://openalex.org/W3024761859","https://openalex.org/W3034530968","https://openalex.org/W3083071247","https://openalex.org/W4200053273","https://openalex.org/W4220658233","https://openalex.org/W4226333682","https://openalex.org/W4251156807","https://openalex.org/W4308345673"],"related_works":["https://openalex.org/W4385809531","https://openalex.org/W325114128","https://openalex.org/W2988058144","https://openalex.org/W2946137858","https://openalex.org/W2900280382","https://openalex.org/W2798691622","https://openalex.org/W2604439412","https://openalex.org/W2143937453","https://openalex.org/W2041352702","https://openalex.org/W2002135500"],"abstract_inverted_index":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4324370592","counts_by_year":[{"year":2024,"cited_by_count":18},{"year":2023,"cited_by_count":4}],"updated_date":"2025-01-06T23:32:51.883308","created_date":"2023-03-16"}