{"id":"https://openalex.org/W2921416452","doi":"https://doi.org/10.1109/tcsvt.2019.2903432","title":"Secure Binary Image Steganography With Distortion Measurement Based on Prediction","display_name":"Secure Binary Image Steganography With Distortion Measurement Based on Prediction","publication_year":2019,"publication_date":"2019-03-07","ids":{"openalex":"https://openalex.org/W2921416452","doi":"https://doi.org/10.1109/tcsvt.2019.2903432","mag":"2921416452"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2019.2903432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2019.2903432","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/A5059268306","display_name":"Yuileong Yeung","orcid":"https://orcid.org/0000-0002-5592-1494"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yuileong Yeung","raw_affiliation_strings":["Guangdong Key Laboratory of Information Security Technology, Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Information Security Technology, Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083054357","display_name":"Wei Lu","orcid":"https://orcid.org/0000-0002-4068-1766"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Lu","raw_affiliation_strings":["Guangdong Key Laboratory of Information Security Technology, Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Information Security Technology, Key Laboratory of Machine Intelligence and Advanced Computing, Ministry of Education, School of Data and Computer Science, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031912520","display_name":"Yingjie Xue","orcid":"https://orcid.org/0000-0003-1421-5427"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingjie Xue","raw_affiliation_strings":["School of Electronics and Information Technology, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Information Technology, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047964483","display_name":"Jiwu Huang","orcid":"https://orcid.org/0000-0002-7625-5689"},"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"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiwu Huang","raw_affiliation_strings":["Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, China","National Engineering Laboratory for Big Data System Computing Technology, Shenzhen, China","Shenzhen Key Laboratory of Media Security, College of Information Engineering, Shenzhen University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Key Laboratory of Intelligent Information Processing, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]},{"raw_affiliation_string":"National Engineering Laboratory for Big Data System Computing Technology, Shenzhen, China","institution_ids":[]},{"raw_affiliation_string":"Shenzhen Key Laboratory of Media Security, College of Information Engineering, Shenzhen University, Shenzhen, China","institution_ids":["https://openalex.org/I180726961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111876760","display_name":"Yun-Qing Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I118118575","display_name":"New Jersey Institute of Technology","ror":"https://ror.org/05e74xb87","country_code":"US","type":"education","lineage":["https://openalex.org/I118118575"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Yun-Qing Shi","raw_affiliation_strings":["New Jersey Institute of Technology, Newark, USA"],"affiliations":[{"raw_affiliation_string":"New Jersey Institute of Technology, Newark, USA","institution_ids":["https://openalex.org/I118118575"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5059268306"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":null,"apc_paid":null,"fwci":2.8607,"has_fulltext":false,"cited_by_count":35,"citation_normalized_percentile":{"value":0.92799496,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"30","issue":"5","first_page":"1423","last_page":"1434"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":1.0,"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":1.0,"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":0.9994000196456909,"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":0.9983999729156494,"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/distortion","display_name":"Distortion (music)","score":0.7579327821731567},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.7345688343048096},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.7044739127159119},{"id":"https://openalex.org/keywords/steganography","display_name":"Steganography","score":0.6229293942451477},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5791658759117126},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.5498538017272949},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.530346691608429},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42371881008148193},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4157021939754486},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.40578675270080566},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3914032280445099},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39034080505371094},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08391907811164856}],"concepts":[{"id":"https://openalex.org/C126780896","wikidata":"https://www.wikidata.org/wiki/Q899871","display_name":"Distortion (music)","level":4,"score":0.7579327821731567},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.7345688343048096},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.7044739127159119},{"id":"https://openalex.org/C108801101","wikidata":"https://www.wikidata.org/wiki/Q15032","display_name":"Steganography","level":3,"score":0.6229293942451477},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5791658759117126},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.5498538017272949},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.530346691608429},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42371881008148193},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4157021939754486},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.40578675270080566},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3914032280445099},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39034080505371094},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08391907811164856},{"id":"https://openalex.org/C2776257435","wikidata":"https://www.wikidata.org/wiki/Q1576430","display_name":"Bandwidth (computing)","level":2,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0},{"id":"https://openalex.org/C194257627","wikidata":"https://www.wikidata.org/wiki/Q211554","display_name":"Amplifier","level":3,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2019.2903432","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2019.2903432","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":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.41999998688697815}],"awards":[{"id":"https://openalex.org/G2222041904","display_name":null,"funder_award_id":"2016KZ010103","funder_id":"https://openalex.org/F4320324202","funder_display_name":"Guangdong Science and Technology Department"},{"id":"https://openalex.org/G3071496763","display_name":null,"funder_award_id":"201804020068","funder_id":"https://openalex.org/F4320334898","funder_display_name":"Guangzhou Science and Technology Program key projects"},{"id":"https://openalex.org/G5641777001","display_name":null,"funder_award_id":"U1736118","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5806232392","display_name":null,"funder_award_id":"2016A030313350","funder_id":"https://openalex.org/F4320321921","funder_display_name":"Natural Science Foundation of Guangdong Province"},{"id":"https://openalex.org/G7204306248","display_name":null,"funder_award_id":"17lgjc45","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G7267316459","display_name":null,"funder_award_id":"16lgjc83","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321921","display_name":"Natural Science Foundation of Guangdong Province","ror":null},{"id":"https://openalex.org/F4320324202","display_name":"Guangdong Science and Technology Department","ror":"https://ror.org/00tjzgn92"},{"id":"https://openalex.org/F4320334898","display_name":"Guangzhou Science and Technology Program key projects","ror":"https://ror.org/00tjzgn92"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1534147215","https://openalex.org/W1979088303","https://openalex.org/W2001358514","https://openalex.org/W2001375358","https://openalex.org/W2009130368","https://openalex.org/W2010867994","https://openalex.org/W2015865004","https://openalex.org/W2048398911","https://openalex.org/W2068656974","https://openalex.org/W2096856285","https://openalex.org/W2112215040","https://openalex.org/W2120293227","https://openalex.org/W2123170991","https://openalex.org/W2130667149","https://openalex.org/W2133722030","https://openalex.org/W2134527668","https://openalex.org/W2137642015","https://openalex.org/W2146837576","https://openalex.org/W2153635508","https://openalex.org/W2154026545","https://openalex.org/W2160699771","https://openalex.org/W2169552486","https://openalex.org/W2285039347","https://openalex.org/W2567787942","https://openalex.org/W2886504571","https://openalex.org/W2898292234","https://openalex.org/W2902524809","https://openalex.org/W2911956715","https://openalex.org/W4255747608","https://openalex.org/W6632049895","https://openalex.org/W6680485434","https://openalex.org/W6695839514"],"related_works":["https://openalex.org/W2521839693","https://openalex.org/W2969135852","https://openalex.org/W2188948172","https://openalex.org/W38533693","https://openalex.org/W2892069487","https://openalex.org/W2741842698","https://openalex.org/W1760333999","https://openalex.org/W2265739152","https://openalex.org/W2094307307","https://openalex.org/W2119567889"],"abstract_inverted_index":{"In":[0],"this":[1,93],"paper,":[2],"a":[3,31],"binary":[4],"image":[5],"steganographic":[6,166],"scheme":[7,167],"is":[8,28,41,51,63,75,95,99,151],"presented,":[9],"which":[10],"aims":[11],"at":[12],"minimizing":[13],"the":[14,24,45,49,54,60,88,109,117,127,132,142,147,155,164],"embedding":[15,118,156],"distortions":[16],"measured":[17],"by":[18,91],"prediction.":[19],"A":[20,37,67],"prediction":[21,46],"model":[22],"of":[23,39,56,104,144],"center":[25,61],"pixel's":[26],"value":[27],"established":[29],"in":[30,135],"3":[32,34],"\u00d7":[33],"local":[35,138],"region.":[36,139],"concept":[38],"\u201cuncertainty\u201d":[40],"introduced":[42,90],"to":[43,77,153],"represent":[44],"result":[47],"and":[48,86,108,123,172],"uncertainty":[50,71,98,129],"defined":[52],"as":[53],"proximity":[55],"probabilities":[57],"about":[58],"whether":[59,79],"pixel":[62,68,94],"black":[64],"or":[65,84],"white.":[66],"with":[69,159],"high":[70,169],"means":[72],"that":[73,163],"it":[74,80,114],"hard":[76],"distinguish":[78],"has":[81],"been":[82],"flipped":[83],"not,":[85],"thus":[87],"distortion":[89,110,133,145],"flipping":[92],"small.":[96],"The":[97],"an":[100,136],"appended":[101],"statistical":[102,173],"explanation":[103],"human":[105],"visual":[106],"perception":[107],"measurement":[111],"based":[112],"on":[113,120],"can":[115,130],"evaluate":[116,131],"changes":[119],"both":[121],"vision":[122,170],"statistics.":[124],"Benefiting":[125],"from":[126],"statistics,":[128],"influence":[134],"extended":[137],"To":[140],"play":[141],"advantage":[143],"measurement,":[146],"syndrome-trellis":[148],"code":[149],"(STC)":[150],"employed":[152],"minimize":[154],"distortions.":[157],"Comparisons":[158],"prior":[160],"schemes":[161],"demonstrate":[162],"proposed":[165],"achieves":[168],"imperceptibility":[171],"security.":[174]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":10},{"year":2019,"cited_by_count":5}],"updated_date":"2026-04-11T08:14:18.477133","created_date":"2025-10-10T00:00:00"}