{"id":"https://openalex.org/W4400877528","doi":"https://doi.org/10.1109/tcsvt.2024.3431669","title":"WebP-JPEG Transcoding Detection by Spotting Re-Compression Artifacts With CNN-ViT for Processing Dual-Domain Features","display_name":"WebP-JPEG Transcoding Detection by Spotting Re-Compression Artifacts With CNN-ViT for Processing Dual-Domain Features","publication_year":2024,"publication_date":"2024-07-22","ids":{"openalex":"https://openalex.org/W4400877528","doi":"https://doi.org/10.1109/tcsvt.2024.3431669"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3431669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3431669","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","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/A5100365163","display_name":"Bin Li","orcid":"https://orcid.org/0000-0002-2613-5451"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Li","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen Key Laboratory of Media Security, and the SZU-AFS Joint Innovation Center for AI Technology, Shenzhen University, Shenzhen, China","Guangdong Provincial Key Laboratory of Intelligent Information Processing and the Shenzhen Key Laboratory of Media Security, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0002-2613-5451","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen Key Laboratory of Media Security, and the SZU-AFS Joint Innovation Center for AI Technology, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I4210152380"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Information Processing and the Shenzhen Key Laboratory of Media Security, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101644214","display_name":"Jian Shi","orcid":"https://orcid.org/0000-0002-4787-3824"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Shi","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen Key Laboratory of Media Security, and the SZU-AFS Joint Innovation Center for AI Technology, Shenzhen University, Shenzhen, China","Guangdong Provincial Key Laboratory of Intelligent Information Processing and the Shenzhen Key Laboratory of Media Security, Shenzhen University, Shenzhen, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen Key Laboratory of Media Security, and the SZU-AFS Joint Innovation Center for AI Technology, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I4210152380"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Information Processing and the Shenzhen Key Laboratory of Media Security, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033791278","display_name":"Weixiang Li","orcid":"https://orcid.org/0000-0001-5094-6548"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weixiang Li","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen Key Laboratory of Media Security, and the SZU-AFS Joint Innovation Center for AI Technology, Shenzhen University, Shenzhen, China","Guangdong Provincial Key Laboratory of Intelligent Information Processing and the Shenzhen Key Laboratory of Media Security, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0001-5094-6548","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen Key Laboratory of Media Security, and the SZU-AFS Joint Innovation Center for AI Technology, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I4210152380"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Information Processing and the Shenzhen Key Laboratory of Media Security, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022939417","display_name":"Haodong Li","orcid":"https://orcid.org/0000-0003-0532-9481"},"institutions":[{"id":"https://openalex.org/I180726961","display_name":"Shenzhen University","ror":"https://ror.org/01vy4gh70","country_code":"CN","type":"education","lineage":["https://openalex.org/I180726961"]},{"id":"https://openalex.org/I4210152380","display_name":"Shenzhen Technology University","ror":"https://ror.org/04qzpec27","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210152380"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haodong Li","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen Key Laboratory of Media Security, and the SZU-AFS Joint Innovation Center for AI Technology, Shenzhen University, Shenzhen, China","Guangdong Provincial Key Laboratory of Intelligent Information Processing and the Shenzhen Key Laboratory of Media Security, Shenzhen University, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-0532-9481","affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Information Processing, Shenzhen Key Laboratory of Media Security, and the SZU-AFS Joint Innovation Center for AI Technology, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961","https://openalex.org/I4210152380"]},{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Intelligent Information Processing and the Shenzhen Key Laboratory of Media Security, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2495,"currency":"USD","value_usd":2495},"apc_paid":null,"fwci":1.0706,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.75940806,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"34","issue":"12","first_page":"12535","last_page":"12549"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.8266000151634216,"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":0.8266000151634216,"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/T10901","display_name":"Advanced Data Compression Techniques","score":0.7688000202178955,"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.699400007724762,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7425640821456909},{"id":"https://openalex.org/keywords/transcoding","display_name":"Transcoding","score":0.712549090385437},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.613330602645874},{"id":"https://openalex.org/keywords/jpeg-2000","display_name":"JPEG 2000","score":0.5421669483184814},{"id":"https://openalex.org/keywords/transform-coding","display_name":"Transform coding","score":0.5302203297615051},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.492962121963501},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4820574223995209},{"id":"https://openalex.org/keywords/spotting","display_name":"Spotting","score":0.46790608763694763},{"id":"https://openalex.org/keywords/data-compression","display_name":"Data compression","score":0.4678208529949188},{"id":"https://openalex.org/keywords/compression-artifact","display_name":"Compression artifact","score":0.45780041813850403},{"id":"https://openalex.org/keywords/lossless-jpeg","display_name":"Lossless JPEG","score":0.45150506496429443},{"id":"https://openalex.org/keywords/jpeg","display_name":"JPEG","score":0.448923796415329},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.42401623725891113},{"id":"https://openalex.org/keywords/image-compression","display_name":"Image compression","score":0.4074365496635437},{"id":"https://openalex.org/keywords/discrete-cosine-transform","display_name":"Discrete cosine transform","score":0.399812787771225},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3760986924171448},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.33235806226730347},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1969580054283142},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10677313804626465}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7425640821456909},{"id":"https://openalex.org/C134535813","wikidata":"https://www.wikidata.org/wiki/Q1888734","display_name":"Transcoding","level":2,"score":0.712549090385437},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.613330602645874},{"id":"https://openalex.org/C69216139","wikidata":"https://www.wikidata.org/wiki/Q931783","display_name":"JPEG 2000","level":5,"score":0.5421669483184814},{"id":"https://openalex.org/C169805256","wikidata":"https://www.wikidata.org/wiki/Q1361381","display_name":"Transform coding","level":4,"score":0.5302203297615051},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.492962121963501},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4820574223995209},{"id":"https://openalex.org/C2779506182","wikidata":"https://www.wikidata.org/wiki/Q7580141","display_name":"Spotting","level":2,"score":0.46790608763694763},{"id":"https://openalex.org/C78548338","wikidata":"https://www.wikidata.org/wiki/Q2493","display_name":"Data compression","level":2,"score":0.4678208529949188},{"id":"https://openalex.org/C57654395","wikidata":"https://www.wikidata.org/wiki/Q1097775","display_name":"Compression artifact","level":5,"score":0.45780041813850403},{"id":"https://openalex.org/C8384606","wikidata":"https://www.wikidata.org/wiki/Q2190356","display_name":"Lossless JPEG","level":5,"score":0.45150506496429443},{"id":"https://openalex.org/C198751489","wikidata":"https://www.wikidata.org/wiki/Q2195","display_name":"JPEG","level":3,"score":0.448923796415329},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.42401623725891113},{"id":"https://openalex.org/C13481523","wikidata":"https://www.wikidata.org/wiki/Q412438","display_name":"Image compression","level":4,"score":0.4074365496635437},{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.399812787771225},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3760986924171448},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.33235806226730347},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1969580054283142},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10677313804626465},{"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/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3431669","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3431669","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1961232708","display_name":null,"funder_award_id":"U22B2047","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3522355713","display_name":null,"funder_award_id":"2022M722192","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5387255458","display_name":null,"funder_award_id":"62202310","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7142034960","display_name":null,"funder_award_id":"U23B2022","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7197317283","display_name":null,"funder_award_id":"2022M722192","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"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":38,"referenced_works":["https://openalex.org/W22271197","https://openalex.org/W200526583","https://openalex.org/W1494704062","https://openalex.org/W1983586459","https://openalex.org/W1994743750","https://openalex.org/W1997127867","https://openalex.org/W1998497852","https://openalex.org/W2009130368","https://openalex.org/W2055745001","https://openalex.org/W2059907896","https://openalex.org/W2070040249","https://openalex.org/W2111280862","https://openalex.org/W2118090703","https://openalex.org/W2118779391","https://openalex.org/W2120408293","https://openalex.org/W2130225759","https://openalex.org/W2148610715","https://openalex.org/W2194775991","https://openalex.org/W2510842368","https://openalex.org/W2531817238","https://openalex.org/W2743750471","https://openalex.org/W2895286859","https://openalex.org/W2895929517","https://openalex.org/W2962830107","https://openalex.org/W2963446712","https://openalex.org/W2980373331","https://openalex.org/W3012651334","https://openalex.org/W3024885129","https://openalex.org/W3113505176","https://openalex.org/W3194527924","https://openalex.org/W3197106219","https://openalex.org/W3199650009","https://openalex.org/W4213128465","https://openalex.org/W4289752563","https://openalex.org/W4294811474","https://openalex.org/W4312349930","https://openalex.org/W4312948884","https://openalex.org/W6793164127"],"related_works":["https://openalex.org/W1993099464","https://openalex.org/W2044671111","https://openalex.org/W4243959093","https://openalex.org/W1998280942","https://openalex.org/W3190486427","https://openalex.org/W1980149576","https://openalex.org/W1992410481","https://openalex.org/W2145138541","https://openalex.org/W2169405113","https://openalex.org/W3137515556"],"abstract_inverted_index":{"The":[0],"trace":[1],"of":[2,11,21,27,97,125,227,232],"double":[3,28,47,201],"compression":[4,29,41,78,202],"can":[5],"serve":[6],"as":[7,112],"a":[8,24,60,68,131,149,165,169,181],"crucial":[9],"evidence":[10],"image":[12,98,107],"manipulation":[13],"for":[14,63,164,229],"forensic":[15,115],"investigation.":[16],"With":[17],"the":[18,64,75,87,94,119,141,195,219],"ever-increasing":[19],"popularity":[20],"WebP":[22],"format,":[23],"new":[25,65],"type":[26],"case,":[30],"WebP-JPEG":[31,81,207],"transcoding,":[32],"has":[33,50],"emerged.":[34],"However,":[35],"distinguishing":[36,206],"it":[37],"from":[38,208],"two":[39],"common":[40],"cases,":[42],"single":[43],"JPEG":[44,48],"(SJPEG)":[45],"and":[46,82,93,105,210],"(DJPEG)":[49],"not":[51],"yet":[52],"been":[53],"studied.":[54],"In":[55,217],"this":[56],"paper,":[57],"we":[58],"propose":[59],"specialized":[61],"method":[62,197,221],"task.":[66],"Firstly,":[67],"detailed":[69],"analysis":[70],"is":[71,157,172,211],"conducted":[72],"to":[73,117,159,174,184],"reveal":[74],"differences":[76],"in":[77,86,178,188,205,214],"artifacts":[79],"between":[80],"SJPEG/DJPEG,":[83],"which":[84],"manifests":[85],"distributions":[88],"of$4\\times":[89],"4$/$8\\times":[90],"8$DCT":[91,146],"coefficients":[92],"high-frequency":[95],"portions":[96],"spectrum.":[99],"Then,":[100],"multi-modality":[101],"DCT":[102],"histograms":[103],"(MMDH)":[104],"high-pass-filtered":[106],"residuals":[108],"(HPFIR)":[109],"are":[110,128],"proposed":[111,196,220],"front-end":[113],"dual-domain":[114],"features":[116,127,163,177],"expose":[118],"above":[120],"differences.":[121],"An":[122],"indispensable":[123],"part":[124],"these":[126],"extracted":[129],"through":[130],"novel":[132],"frequency-isolation":[133],"module":[134],"(FIM),":[135],"offering":[136],"additional":[137],"information":[138],"based":[139],"on":[140],"derived":[142],"relationship":[143],"between$4\\times":[144],"4$and$8\\times":[145],"coefficients.":[147],"Finally,":[148],"CNN-ViT":[150],"(Convolutional":[151],"Neural":[152],"Network-Vision":[153],"Transformer)":[154],"dual-stream":[155],"network":[156],"designed":[158],"learn":[160,185],"back-end":[161],"deep":[162],"reliable":[166],"detection,":[167],"where":[168],"CNN":[170],"stream":[171,183],"used":[173],"process":[175],"statistical":[176],"MMDH":[179],"while":[180],"ViT":[182],"spatial":[186],"correlations":[187],"HPFIR.":[189],"Extensive":[190],"experimental":[191],"results":[192],"demonstrate":[193],"that":[194],"significantly":[198],"outperforms":[199],"state-of-the-art":[200],"detection":[203,225],"methods":[204],"SJPEG/DJPEG":[209],"more":[212],"effective":[213],"tampering":[215],"localization.":[216],"specific,":[218],"achieves":[222],"an":[223],"average":[224],"accuracy":[226],"0.942":[228],"small":[230],"images":[231],"size$128\\times":[233],"128$.":[234]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":4}],"updated_date":"2026-08-28T12:50:07.497085","created_date":"2025-10-10T00:00:00"}
