{"id":"https://openalex.org/W4406355780","doi":"https://doi.org/10.1109/ictc62082.2024.10827484","title":"A New Wave of Texture Feature: Enhancing Deepfake Detection via Image Waveform","display_name":"A New Wave of Texture Feature: Enhancing Deepfake Detection via Image Waveform","publication_year":2024,"publication_date":"2024-10-16","ids":{"openalex":"https://openalex.org/W4406355780","doi":"https://doi.org/10.1109/ictc62082.2024.10827484"},"language":"en","primary_location":{"id":"doi:10.1109/ictc62082.2024.10827484","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10827484","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-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/A5107125642","display_name":"Ga San Jhun","orcid":null},"institutions":[{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Ga San Jhun","raw_affiliation_strings":["Hongik University,Department of Computer Engineering,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Hongik University,Department of Computer Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I94588446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008152841","display_name":"Pyo Min Hong","orcid":null},"institutions":[{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Pyo Min Hong","raw_affiliation_strings":["Hongik University,Department of Computer Engineering,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Hongik University,Department of Computer Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I94588446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064102643","display_name":"Keun Lee","orcid":"https://orcid.org/0000-0002-0403-6348"},"institutions":[{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Keun Lee","raw_affiliation_strings":["Hongik University,Department of Computer Engineering,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Hongik University,Department of Computer Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I94588446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084678270","display_name":"Jong\u2010Hyun Ahn","orcid":"https://orcid.org/0000-0002-8135-7719"},"institutions":[{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jong Hyun Ahn","raw_affiliation_strings":["Hongik University,Department of Software and Communications Engineering,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Hongik University,Department of Software and Communications Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I94588446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014899740","display_name":"Young Seon Kim","orcid":"https://orcid.org/0000-0002-9168-8204"},"institutions":[{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Young Seon Kim","raw_affiliation_strings":["Hongik University,Department of Computer Engineering,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Hongik University,Department of Computer Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I94588446"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000718330","display_name":"Dongwoo Kang","orcid":"https://orcid.org/0000-0001-7151-703X"},"institutions":[{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dongwoo Kang","raw_affiliation_strings":["Hongik University,Department of Electronic &#x0026; Electrical Engineering,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Hongik University,Department of Electronic &#x0026; Electrical Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I94588446"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083293918","display_name":"Youn Kyu Lee","orcid":"https://orcid.org/0000-0002-4569-2640"},"institutions":[{"id":"https://openalex.org/I94588446","display_name":"Hongik University","ror":"https://ror.org/00egdv862","country_code":"KR","type":"education","lineage":["https://openalex.org/I94588446"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Youn Kyu Lee","raw_affiliation_strings":["Hongik University,Department of Computer Engineering,Seoul,Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Hongik University,Department of Computer Engineering,Seoul,Republic of Korea","institution_ids":["https://openalex.org/I94588446"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5107125642"],"corresponding_institution_ids":["https://openalex.org/I94588446"],"apc_list":null,"apc_paid":null,"fwci":1.3836,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.84430603,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"234","last_page":"238"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9757000207901001,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"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":0.9368000030517578,"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/waveform","display_name":"Waveform","score":0.7394128441810608},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.6804372668266296},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.667563259601593},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6671618223190308},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6318492293357849},{"id":"https://openalex.org/keywords/image-texture","display_name":"Image texture","score":0.573141872882843},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5598743557929993},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5291510224342346},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.49088531732559204},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.44998806715011597},{"id":"https://openalex.org/keywords/feature-detection","display_name":"Feature detection (computer vision)","score":0.42370113730430603},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.24533000588417053},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10925748944282532}],"concepts":[{"id":"https://openalex.org/C197424946","wikidata":"https://www.wikidata.org/wiki/Q1165717","display_name":"Waveform","level":3,"score":0.7394128441810608},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.6804372668266296},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.667563259601593},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6671618223190308},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6318492293357849},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.573141872882843},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5598743557929993},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5291510224342346},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.49088531732559204},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44998806715011597},{"id":"https://openalex.org/C126422989","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature detection (computer vision)","level":4,"score":0.42370113730430603},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.24533000588417053},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10925748944282532},{"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},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ictc62082.2024.10827484","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ictc62082.2024.10827484","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 15th International Conference on Information and Communication Technology Convergence (ICTC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.4699999988079071,"display_name":"Climate action"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2104657103","https://openalex.org/W2117041769","https://openalex.org/W2117228865","https://openalex.org/W2119605622","https://openalex.org/W2129112648","https://openalex.org/W2141584146","https://openalex.org/W2161969291","https://openalex.org/W2301937176","https://openalex.org/W2913429812","https://openalex.org/W2949189996","https://openalex.org/W2989851933","https://openalex.org/W3011236737","https://openalex.org/W3017837134","https://openalex.org/W3034713808","https://openalex.org/W3036806226","https://openalex.org/W3128292651","https://openalex.org/W3131168966","https://openalex.org/W3140862969","https://openalex.org/W3158814579","https://openalex.org/W3165515625","https://openalex.org/W3204661421","https://openalex.org/W3215112182","https://openalex.org/W4205695807","https://openalex.org/W4213449918","https://openalex.org/W4281861252","https://openalex.org/W4385338942","https://openalex.org/W4404239000","https://openalex.org/W6637373629","https://openalex.org/W6678552747","https://openalex.org/W6753525651","https://openalex.org/W6756046522","https://openalex.org/W6757599822","https://openalex.org/W6788856990"],"related_works":["https://openalex.org/W2044270176","https://openalex.org/W3011503342","https://openalex.org/W2374828682","https://openalex.org/W2153116791","https://openalex.org/W2117171064","https://openalex.org/W2388733570","https://openalex.org/W4230530180","https://openalex.org/W1980033651","https://openalex.org/W4283660929","https://openalex.org/W4379791551"],"abstract_inverted_index":{"To":[0],"address":[1],"the":[2,23,76,102,105],"security":[3],"threats":[4],"posed":[5],"by":[6,99],"highly":[7],"realistic":[8],"deepfakes,":[9],"various":[10],"deepfake":[11,27,41,62,96,112],"detection":[12,42,46,63,97,121,128],"methods":[13],"have":[14,36],"been":[15,37],"proposed.":[16],"In":[17,55],"particular,":[18],"texture":[19,67,88,126],"features":[20,89,103],"resulting":[21],"from":[22],"post-processing":[24],"steps":[25],"in":[26,40],"generation,":[28],"such":[29],"as":[30],"color":[31],"correction":[32],"and":[33,90],"edge":[34],"smoothing":[35],"widely":[38],"utilized":[39],"methods.":[43,129],"However":[44],"their":[45],"method":[47,64,74,118],"is":[48],"limited":[49],"against":[50],"advanced":[51],"image":[52,81],"synthesis":[53],"mechanisms.":[54],"this":[56],"paper,":[57],"we":[58],"propose":[59],"a":[60],"novel":[61],"based":[65],"on":[66],"features,":[68],"an":[69,80,83],"Image":[70,84],"Waveform.":[71],"Our":[72],"proposed":[73,117],"converts":[75],"pixel":[77],"values":[78],"of":[79,104,110],"into":[82],"Waveform":[85],"to":[86,94,124],"enhance":[87],"utilizes":[91],"two-stream":[92],"CNN":[93],"maximize":[95],"performance":[98],"effectively":[100],"leveraging":[101],"original":[106],"image.":[107],"Experimental":[108],"results":[109],"real-world":[111],"dataset,":[113],"confirmed":[114],"that":[115],"our":[116],"achieves":[119],"higher":[120],"accuracy":[122],"compared":[123],"existing":[125],"feature-based":[127]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-02T15:55:50.835912","created_date":"2025-10-10T00:00:00"}
