{"id":"https://openalex.org/W7130352364","doi":"https://doi.org/10.1109/tii.2026.3661172","title":"Efficient and Robust Watermarking for Copyright Protection in High-Resolution Industrial Images","display_name":"Efficient and Robust Watermarking for Copyright Protection in High-Resolution Industrial Images","publication_year":2026,"publication_date":"2026-02-18","ids":{"openalex":"https://openalex.org/W7130352364","doi":"https://doi.org/10.1109/tii.2026.3661172"},"language":null,"primary_location":{"id":"doi:10.1109/tii.2026.3661172","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2026.3661172","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5126292092","display_name":"Junfeng Guo","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junfeng Guo","raw_affiliation_strings":["School of Electronics and Information Engineering, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060321750","display_name":"Shouxin Liu","orcid":"https://orcid.org/0000-0003-2706-0313"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shouxin Liu","raw_affiliation_strings":["School of Electronics and Information Engineering, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126353022","display_name":"Chongyang Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chongyang Zhang","raw_affiliation_strings":["School of Electronics and Information Engineering, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101152897","display_name":"Hongran Zeng","orcid":"https://orcid.org/0000-0003-4936-4772"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongran Zeng","raw_affiliation_strings":["School of Electronics and Information Engineering, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104284782","display_name":"Qiming Wu","orcid":"https://orcid.org/0009-0000-8390-6841"},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiming Wu","raw_affiliation_strings":["School of Electronics and Information Engineering, Sichuan University, Chengdu, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062978565","display_name":"Guohang Wu","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guohang Wu","raw_affiliation_strings":["School of Electronics and Information Engineering, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0009-0007-8990-6640","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I24201400"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126308231","display_name":"Seok-Tae Kim","orcid":null},"institutions":[{"id":"https://openalex.org/I8991828","display_name":"Pukyong National University","ror":"https://ror.org/0433kqc49","country_code":"KR","type":"education","lineage":["https://openalex.org/I8991828"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Seok-Tae Kim","raw_affiliation_strings":["School of Department of Information and Communications, Pukyong National University, Busan, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Department of Information and Communications, Pukyong National University, Busan, South Korea","institution_ids":["https://openalex.org/I8991828"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5126310259","display_name":"Xiaowei Li","orcid":null},"institutions":[{"id":"https://openalex.org/I24185976","display_name":"Sichuan University","ror":"https://ror.org/011ashp19","country_code":"CN","type":"education","lineage":["https://openalex.org/I24185976"]},{"id":"https://openalex.org/I24201400","display_name":"Chengdu University of Information Technology","ror":"https://ror.org/01yxwrh59","country_code":"CN","type":"education","lineage":["https://openalex.org/I24201400"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowei Li","raw_affiliation_strings":["School of Electronics and Information Engineering, Sichuan University, Chengdu, China"],"raw_orcid":"https://orcid.org/0000-0001-9248-0598","affiliations":[{"raw_affiliation_string":"School of Electronics and Information Engineering, Sichuan University, Chengdu, China","institution_ids":["https://openalex.org/I24185976","https://openalex.org/I24201400"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2645,"currency":"USD","value_usd":2645},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.13302038,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"6","first_page":"5426","last_page":"5437"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.5842999815940857,"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.5842999815940857,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.06019999831914902,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.029400000348687172,"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/digital-watermarking","display_name":"Digital watermarking","score":0.8774999976158142},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7633000016212463},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6969000101089478},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.6614000201225281},{"id":"https://openalex.org/keywords/steganography","display_name":"Steganography","score":0.447299987077713},{"id":"https://openalex.org/keywords/wavelet-transform","display_name":"Wavelet transform","score":0.4235000014305115},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.41589999198913574},{"id":"https://openalex.org/keywords/computational-complexity-theory","display_name":"Computational complexity theory","score":0.40779998898506165}],"concepts":[{"id":"https://openalex.org/C150817343","wikidata":"https://www.wikidata.org/wiki/Q875932","display_name":"Digital watermarking","level":3,"score":0.8774999976158142},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7633000016212463},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7408000230789185},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6969000101089478},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.6614000201225281},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5640000104904175},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.47440001368522644},{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.447299987077713},{"id":"https://openalex.org/C196216189","wikidata":"https://www.wikidata.org/wiki/Q2867","display_name":"Wavelet transform","level":3,"score":0.4235000014305115},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.41589999198913574},{"id":"https://openalex.org/C179799912","wikidata":"https://www.wikidata.org/wiki/Q205084","display_name":"Computational complexity theory","level":2,"score":0.40779998898506165},{"id":"https://openalex.org/C47432892","wikidata":"https://www.wikidata.org/wiki/Q831390","display_name":"Wavelet","level":2,"score":0.3977999985218048},{"id":"https://openalex.org/C113775141","wikidata":"https://www.wikidata.org/wiki/Q428691","display_name":"Computer engineering","level":1,"score":0.3930000066757202},{"id":"https://openalex.org/C2780581891","wikidata":"https://www.wikidata.org/wiki/Q15738686","display_name":"Copy protection","level":4,"score":0.3874000012874603},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.3424000144004822},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.3328999876976013},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.3310000002384186},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.33070001006126404},{"id":"https://openalex.org/C188198153","wikidata":"https://www.wikidata.org/wiki/Q1613840","display_name":"Limiting","level":2,"score":0.3285999894142151},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.3253999948501587},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.31200000643730164},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.30090001225471497},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2946999967098236},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28279998898506165},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28110000491142273},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.27070000767707825},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.2513999938964844}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2026.3661172","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2026.3661172","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.523017942905426,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1480269263","display_name":null,"funder_award_id":"62275177","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6971653905","display_name":null,"funder_award_id":"2020SCUNG205","funder_id":"https://openalex.org/F4320322990","funder_display_name":"Sichuan University"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322990","display_name":"Sichuan University","ror":"https://ror.org/011ashp19"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W1588198694","https://openalex.org/W1861492603","https://openalex.org/W2006831356","https://openalex.org/W2018639540","https://openalex.org/W2134395079","https://openalex.org/W2156645663","https://openalex.org/W2158518777","https://openalex.org/W2252282072","https://openalex.org/W2543521896","https://openalex.org/W2883233582","https://openalex.org/W2903428617","https://openalex.org/W2912040564","https://openalex.org/W2912867020","https://openalex.org/W2913111762","https://openalex.org/W2948982773","https://openalex.org/W2997594966","https://openalex.org/W3005497689","https://openalex.org/W3034856584","https://openalex.org/W3037650204","https://openalex.org/W3122279026","https://openalex.org/W3159481202","https://openalex.org/W3175552437","https://openalex.org/W3193750732","https://openalex.org/W4224918846","https://openalex.org/W4312605624","https://openalex.org/W4377231695","https://openalex.org/W4383503849","https://openalex.org/W4388520139","https://openalex.org/W4399729888","https://openalex.org/W4402298590","https://openalex.org/W4402474232","https://openalex.org/W4402534290","https://openalex.org/W4404914434","https://openalex.org/W4409581483","https://openalex.org/W4409644198","https://openalex.org/W4411995906","https://openalex.org/W4412464683","https://openalex.org/W4413982234"],"related_works":[],"abstract_inverted_index":{"With":[0],"the":[1,17,137,140,144,149,153,187],"growing":[2],"adoption":[3],"of":[4,21,139,152],"high-resolution":[5,113,214],"images":[6],"in":[7,38,47,177,182,213],"automated":[8],"visual":[9],"inspection,":[10],"collaborative":[11],"robotics,":[12],"and":[13,19,25,30,57,81,128,163,180,207],"intelligent":[14],"surveillance,":[15],"ensuring":[16],"authenticity":[18],"ownership":[20],"data":[22],"during":[23],"transmission":[24],"sharing":[26],"across":[27],"heterogeneous":[28],"devices":[29],"cloud":[31],"services":[32],"has":[33],"become":[34],"a":[35,44,52,205],"critical":[36,45],"challenge":[37],"industrial":[39,114,215],"informatics.":[40],"Image":[41],"watermarking":[42,130,179,184],"plays":[43],"role":[46],"digital":[48],"copyright":[49,211],"protection,":[50],"requiring":[51],"balance":[53],"between":[54],"imperceptibility,":[55],"robustness,":[56,68],"embedding":[58,102,146],"capacity.":[59],"Although":[60],"recent":[61],"end-to-end":[62],"deep":[63,91],"learning":[64,95],"methods":[65,87],"achieve":[66],"strong":[67],"they":[69],"exhibit":[70],"poor":[71],"scalability":[72],"for":[73,210],"multiresolution":[74],"images,":[75],"as":[76],"fixed-resolution":[77],"training":[78],"demands":[79],"retraining":[80],"incurs":[82],"high":[83],"computational":[84,158,171],"costs.":[85],"Watermarking":[86],"based":[88],"on":[89],"pretrained":[90],"networks":[92],"using":[93],"self-supervised":[94],"(SSL)":[96],"offer":[97],"resolution":[98],"flexibility.":[99],"However,":[100],"their":[101,110],"time":[103],"grows":[104],"exponentially":[105],"with":[106,186],"image":[107,216],"resolution,":[108],"limiting":[109],"applicability":[111],"to":[112,148,175],"scenarios.":[115],"To":[116],"overcome":[117],"these":[118],"limitations,":[119],"we":[120],"propose":[121],"SSL-discrete":[122],"wavelet":[123],"transform":[124],"(DWT),":[125],"an":[126],"efficient":[127],"robust":[129],"framework":[131],"that":[132,168,202],"extends":[133],"SSL":[134,188],"approaches":[135],"through":[136],"integration":[138],"DWT.":[141],"By":[142],"restricting":[143],"iterative":[145],"process":[147],"low-frequency":[150],"subband":[151],"DWT,":[154],"SSL-DWT":[155,169,203],"significantly":[156],"reduces":[157],"complexity":[159],"while":[160,190],"maintaining":[161],"imperceptibility":[162],"robustness.":[164],"Experimental":[165],"results":[166],"show":[167],"improves":[170],"efficiency":[172],"by":[173],"up":[174],"19.2%":[176],"zero-bit":[178],"18.7%":[181],"multibit":[183],"compared":[185],"baseline,":[189],"achieving":[191],"comparable":[192],"or":[193],"superior":[194],"robustness":[195],"against":[196],"common":[197],"distortions.":[198],"These":[199],"findings":[200],"demonstrate":[201],"provides":[204],"lightweight":[206],"scalable":[208],"solution":[209],"protection":[212],"applications.":[217]},"counts_by_year":[],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2026-02-19T00:00:00"}
