{"id":"https://openalex.org/W4413126793","doi":"https://doi.org/10.1109/tbdata.2025.3596854","title":"Document-Image Perceptual Hashing for Content Authentication","display_name":"Document-Image Perceptual Hashing for Content Authentication","publication_year":2025,"publication_date":"2025-08-07","ids":{"openalex":"https://openalex.org/W4413126793","doi":"https://doi.org/10.1109/tbdata.2025.3596854"},"language":"en","primary_location":{"id":"doi:10.1109/tbdata.2025.3596854","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2025.3596854","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Big Data","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/A5119275448","display_name":"Xiaotong Situ","orcid":null},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaotong Situ","raw_affiliation_strings":["School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114461975","display_name":"Tong Liu","orcid":"https://orcid.org/0000-0002-9511-8380"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tong Liu","raw_affiliation_strings":["School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058083055","display_name":"Heng Yao","orcid":"https://orcid.org/0000-0002-3784-4157"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Yao","raw_affiliation_strings":["School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-3784-4157","affiliations":[{"raw_affiliation_string":"School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072469414","display_name":"Chuan Qin","orcid":"https://orcid.org/0000-0002-0370-4623"},"institutions":[{"id":"https://openalex.org/I148128674","display_name":"University of Shanghai for Science and Technology","ror":"https://ror.org/00ay9v204","country_code":"CN","type":"education","lineage":["https://openalex.org/I148128674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuan Qin","raw_affiliation_strings":["School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-0370-4623","affiliations":[{"raw_affiliation_string":"School of Optical-Electrical and Computer Engineering, University of Shanghai for Science and Technology, Shanghai, China","institution_ids":["https://openalex.org/I148128674"]}]},{"author_position":"last","author":{"id":null,"display_name":"Xinpeng Zhang","orcid":"https://orcid.org/0000-0002-0212-3501"},"institutions":[{"id":"https://openalex.org/I24943067","display_name":"Fudan University","ror":"https://ror.org/013q1eq08","country_code":"CN","type":"education","lineage":["https://openalex.org/I24943067"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinpeng Zhang","raw_affiliation_strings":["School of Computer Science, Fudan University, Shanghai, China"],"raw_orcid":"https://orcid.org/0000-0002-0212-3501","affiliations":[{"raw_affiliation_string":"School of Computer Science, Fudan University, Shanghai, China","institution_ids":["https://openalex.org/I24943067"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.7655,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.73293484,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"11","issue":"6","first_page":"3474","last_page":"3487"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9883000254631042,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9883000254631042,"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":0.9876999855041504,"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/T11017","display_name":"Chaos-based Image/Signal Encryption","score":0.9739999771118164,"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/computer-science","display_name":"Computer science","score":0.8507637977600098},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.6613489985466003},{"id":"https://openalex.org/keywords/authentication","display_name":"Authentication (law)","score":0.5819271206855774},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.41215649247169495},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4079418182373047},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3431813418865204},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.28995412588119507}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8507637977600098},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.6613489985466003},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.5819271206855774},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.41215649247169495},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4079418182373047},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3431813418865204},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.28995412588119507}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tbdata.2025.3596854","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tbdata.2025.3596854","pdf_url":null,"source":{"id":"https://openalex.org/S2491400915","display_name":"IEEE Transactions on Big Data","issn_l":"2332-7790","issn":["2332-7790","2372-2096"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320439","host_organization_name":"IEEE Computer Society","host_organization_lineage":["https://openalex.org/P4310320439","https://openalex.org/P4310319808"],"host_organization_lineage_names":["IEEE Computer Society","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 Big Data","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/G2292087442","display_name":null,"funder_award_id":"61702332","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2645636362","display_name":null,"funder_award_id":"62172281","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7452270778","display_name":null,"funder_award_id":"62172280","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2068142860","https://openalex.org/W2114550641","https://openalex.org/W2166554499","https://openalex.org/W2183964636","https://openalex.org/W2194187530","https://openalex.org/W2282231212","https://openalex.org/W2493727926","https://openalex.org/W2519818067","https://openalex.org/W2578442344","https://openalex.org/W2737553646","https://openalex.org/W2802113360","https://openalex.org/W2907364369","https://openalex.org/W2911013958","https://openalex.org/W2952370363","https://openalex.org/W2963341956","https://openalex.org/W2982148195","https://openalex.org/W2996694842","https://openalex.org/W3034407343","https://openalex.org/W3034446980","https://openalex.org/W3034530968","https://openalex.org/W3035651807","https://openalex.org/W3082245115","https://openalex.org/W3089867232","https://openalex.org/W3117076822","https://openalex.org/W3128471618","https://openalex.org/W3136675246","https://openalex.org/W3208354318","https://openalex.org/W3216335463","https://openalex.org/W4220867825","https://openalex.org/W4283120106","https://openalex.org/W4303437796","https://openalex.org/W4313423421","https://openalex.org/W4381162472","https://openalex.org/W4386076109","https://openalex.org/W4387623702","https://openalex.org/W4402732806","https://openalex.org/W4404788321","https://openalex.org/W4406856891"],"related_works":["https://openalex.org/W2159024673","https://openalex.org/W3001987467","https://openalex.org/W2968165261","https://openalex.org/W1603161560","https://openalex.org/W1587382781","https://openalex.org/W2154676777","https://openalex.org/W2950663250","https://openalex.org/W3210945214","https://openalex.org/W1998027365","https://openalex.org/W2025389994"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"an":[3],"end-to-end":[4],"two-branch":[5],"network":[6,122],"for":[7,157],"a":[8],"document":[9,135,193],"image":[10,20,88,99,125,136],"perceptual":[11,28],"hashing":[12,29,186],"scheme,":[13],"where":[14],"the":[15,33,36,51,73,77,87,92,98,111,116,134,145,184],"two":[16],"branches":[17],"focus":[18],"on":[19],"visual":[21,126],"features":[22,75,85,96,127],"and":[23,70,94,102,106,128,150,154,175,190],"text":[24,40,45,63,74,152,160,177],"features,":[25],"respectively.":[26],"Existing":[27],"schemes":[30],"cannot":[31],"solve":[32,50],"problem":[34,52],"of":[35,39,53,86,97],"tiny":[37,168],"proportion":[38],"tampering":[41,161],"detection,":[42],"while":[43],"simple":[44],"detection":[46,153],"is":[47,188],"unable":[48],"to":[49,109,131],"background":[54],"region-aware":[55],"matching.":[56],"To":[57],"address":[58],"these":[59],"issues,":[60],"we":[61],"extract":[62],"information":[64,130],"via":[65],"optical":[66],"character":[67],"recognition":[68,178],"(OCR)":[69],"then":[71,107],"generate":[72,110],"using":[76,100],"bidirectional":[78],"encoder":[79],"representations":[80],"from":[81,91],"Transformers":[82],"(BERT).":[83],"Visual":[84],"are":[89],"extracted":[90],"local":[93],"global":[95],"ResNet":[101],"Vision":[103],"Transformer":[104],"cascades,":[105],"fused":[108],"final":[112],"hash":[113],"sequence":[114],"through":[115],"fully":[117],"connected":[118],"layer.":[119],"The":[120],"proposed":[121,185],"considers":[123],"both":[124],"textual":[129],"verify":[132],"that":[133,162,183],"has":[137,163],"not":[138],"been":[139,165],"tampered":[140],"with.":[141],"In":[142],"our":[143],"network,":[144],"OCR":[146],"module":[147],"enables":[148],"accurate":[149],"intelligent":[151],"recognition,":[155],"particularly":[156],"dealing":[158],"with":[159],"only":[164],"conducted":[166],"in":[167,192],"portions.":[169],"It":[170],"also":[171],"provides":[172],"more":[173],"efficient":[174],"robust":[176,189],"services.":[179],"Experimental":[180],"results":[181],"show":[182],"scheme":[187],"discriminative":[191],"images.":[194]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}
