{"id":"https://openalex.org/W2790427926","doi":"https://doi.org/10.1109/tcsvt.2018.2809585","title":"Random Matching Pursuit for Image Watermarking","display_name":"Random Matching Pursuit for Image Watermarking","publication_year":2018,"publication_date":"2018-02-26","ids":{"openalex":"https://openalex.org/W2790427926","doi":"https://doi.org/10.1109/tcsvt.2018.2809585","mag":"2790427926"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2018.2809585","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2018.2809585","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":true,"oa_status":"green","oa_url":"https://figshare.com/articles/journal_contribution/Random_matching_pursuit_for_image_watermarking/20808949","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5068604294","display_name":"Guang Hua","orcid":"https://orcid.org/0000-0001-5184-4359"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guang Hua","raw_affiliation_strings":["School of Electronic Information, Wuhan University, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-5184-4359","affiliations":[{"raw_affiliation_string":"School of Electronic Information, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081053261","display_name":"Lifan Zhao","orcid":"https://orcid.org/0000-0001-9107-570X"},"institutions":[{"id":"https://openalex.org/I3005327000","display_name":"Institute for Infocomm Research","ror":"https://ror.org/053rfa017","country_code":"SG","type":"facility","lineage":["https://openalex.org/I115228651","https://openalex.org/I3005327000","https://openalex.org/I91275662"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Lifan Zhao","raw_affiliation_strings":["Institute for Infocomm Research, AStar, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute for Infocomm Research, AStar, Singapore","institution_ids":["https://openalex.org/I3005327000"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003692319","display_name":"Haijian Zhang","orcid":"https://orcid.org/0000-0001-8314-6563"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haijian Zhang","raw_affiliation_strings":["School of Electronic Information, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic Information, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108551743","display_name":"Guoan Bi","orcid":"https://orcid.org/0000-0002-9011-9181"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Guoan Bi","raw_affiliation_strings":["School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore"],"raw_orcid":"https://orcid.org/0000-0002-9011-9181","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronics Engineering, Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051297830","display_name":"Yong Xiang","orcid":"https://orcid.org/0000-0003-3545-7863"},"institutions":[{"id":"https://openalex.org/I149704539","display_name":"Deakin University","ror":"https://ror.org/02czsnj07","country_code":"AU","type":"education","lineage":["https://openalex.org/I149704539"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Yong Xiang","raw_affiliation_strings":["School of Information Technology, Deakin University, Burwood, VIC, Australia"],"raw_orcid":"https://orcid.org/0000-0003-3545-7863","affiliations":[{"raw_affiliation_string":"School of Information Technology, Deakin University, Burwood, VIC, Australia","institution_ids":["https://openalex.org/I149704539"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":2.1832,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.88561488,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"29","issue":"3","first_page":"625","last_page":"639"},"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/T11017","display_name":"Chaos-based Image/Signal Encryption","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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/underdetermined-system","display_name":"Underdetermined system","score":0.901542067527771},{"id":"https://openalex.org/keywords/digital-watermarking","display_name":"Digital watermarking","score":0.7621498107910156},{"id":"https://openalex.org/keywords/matching-pursuit","display_name":"Matching pursuit","score":0.6748576760292053},{"id":"https://openalex.org/keywords/compressed-sensing","display_name":"Compressed sensing","score":0.6184197068214417},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.5915762186050415},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5829914808273315},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4510268568992615},{"id":"https://openalex.org/keywords/norm","display_name":"Norm (philosophy)","score":0.410504013299942},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3713098168373108},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.3645126521587372},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32342416048049927}],"concepts":[{"id":"https://openalex.org/C179690561","wikidata":"https://www.wikidata.org/wiki/Q4316110","display_name":"Underdetermined system","level":2,"score":0.901542067527771},{"id":"https://openalex.org/C150817343","wikidata":"https://www.wikidata.org/wiki/Q875932","display_name":"Digital watermarking","level":3,"score":0.7621498107910156},{"id":"https://openalex.org/C156872377","wikidata":"https://www.wikidata.org/wiki/Q6786281","display_name":"Matching pursuit","level":3,"score":0.6748576760292053},{"id":"https://openalex.org/C124851039","wikidata":"https://www.wikidata.org/wiki/Q2665459","display_name":"Compressed sensing","level":2,"score":0.6184197068214417},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.5915762186050415},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5829914808273315},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4510268568992615},{"id":"https://openalex.org/C191795146","wikidata":"https://www.wikidata.org/wiki/Q3878446","display_name":"Norm (philosophy)","level":2,"score":0.410504013299942},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3713098168373108},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.3645126521587372},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32342416048049927},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/tcsvt.2018.2809585","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2018.2809585","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"},{"id":"pmh:oai:dr.ntu.edu.sg:10356/142199","is_oa":false,"landing_page_url":"https://hdl.handle.net/10356/142199","pdf_url":null,"source":{"id":"https://openalex.org/S4306402609","display_name":"DR-NTU (Nanyang Technological University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I172675005","host_organization_name":"Nanyang Technological University","host_organization_lineage":["https://openalex.org/I172675005"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Journal Article"},{"id":"pmh:oai:dro.deakin.edu.au:DU:30113516","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402457","display_name":"Deakin Research Online (Deakin University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I149704539","host_organization_name":"Deakin University","host_organization_lineage":["https://openalex.org/I149704539"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"},{"id":"pmh:oai:figshare.com:article/20808949","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Random_matching_pursuit_for_image_watermarking/20808949","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/20808949","is_oa":true,"landing_page_url":"https://figshare.com/articles/journal_contribution/Random_matching_pursuit_for_image_watermarking/20808949","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[{"id":"https://openalex.org/G1123884122","display_name":null,"funder_award_id":"61501335","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":39,"referenced_works":["https://openalex.org/W1524144700","https://openalex.org/W1551261280","https://openalex.org/W1891164985","https://openalex.org/W1892798954","https://openalex.org/W1968818978","https://openalex.org/W1973020869","https://openalex.org/W2001159753","https://openalex.org/W2025538567","https://openalex.org/W2042752948","https://openalex.org/W2065513175","https://openalex.org/W2068223370","https://openalex.org/W2071284784","https://openalex.org/W2072686877","https://openalex.org/W2072906874","https://openalex.org/W2100068253","https://openalex.org/W2107465879","https://openalex.org/W2114582993","https://openalex.org/W2116148865","https://openalex.org/W2116467012","https://openalex.org/W2117742503","https://openalex.org/W2122975611","https://openalex.org/W2124890704","https://openalex.org/W2126726788","https://openalex.org/W2129131372","https://openalex.org/W2131882573","https://openalex.org/W2133665775","https://openalex.org/W2134397503","https://openalex.org/W2140129132","https://openalex.org/W2141624179","https://openalex.org/W2143120554","https://openalex.org/W2151693816","https://openalex.org/W2151858695","https://openalex.org/W2157410860","https://openalex.org/W2160921333","https://openalex.org/W2160979406","https://openalex.org/W2296410840","https://openalex.org/W2403682575","https://openalex.org/W3022380717","https://openalex.org/W6632730337"],"related_works":["https://openalex.org/W4308419641","https://openalex.org/W1487835804","https://openalex.org/W2372875289","https://openalex.org/W2198678136","https://openalex.org/W2552069707","https://openalex.org/W3212254797","https://openalex.org/W2067878805","https://openalex.org/W2953923195","https://openalex.org/W2906896229","https://openalex.org/W2393568919"],"abstract_inverted_index":{"The":[0,63,134,152],"classical":[1,58,135],"solution":[2,23,54],"to":[3,17,47,75,83,110,145,190,200],"an":[4,52,170],"underdetermined":[5,201],"system":[6],"of":[7,94,102,126,156,179,193],"linear":[8,202],"equations":[9],"mainly":[10],"has":[11],"two":[12,57],"opposite":[13],"directions,":[14],"which":[15,187],"lead":[16],"either":[18],"a":[19,25,77],"large":[20],"\u21132-norm":[21,28,207],"sparse":[22,50,209],"or":[24],"non-sparse":[26],"minimum":[27,206],"solution.":[29],"In":[30],"this":[31],"paper,":[32],"we":[33],"systematically":[34],"show":[35],"that":[36,116],"by":[37,91,162],"modifying":[38],"the":[39,49,56,86,92,99,111,127,146,157,177,191,197],"well-known":[40],"basic":[41],"matching":[42,69],"pursuit":[43,70],"algorithm":[44],"originally":[45],"proposed":[46,128,147,158],"identify":[48],"solution,":[51],"alternative":[53,194],"between":[55],"ones":[59],"could":[60,117],"be":[61,107],"obtained.":[62],"modified":[64],"algorithm,":[65],"termed":[66],"as":[67],"random":[68,95],"(RMP),":[71],"is":[72,88],"then":[73],"used":[74],"create":[76],"novel":[78],"image":[79,171],"watermarking":[80,185],"framework.":[81],"Compared":[82],"conventional":[84],"systems,":[85,186],"security":[87],"substantially":[89],"improved":[90,139],"use":[93],"over-complete":[96,114,181],"dictionaries":[97,115,182],"and":[98,123,138,154,166,208],"order":[100],"parameter":[101],"RMP.":[103],"Capacity":[104],"can":[105],"also":[106],"increased":[108],"thanks":[109],"transform":[112],"with":[113],"expand":[118],"signal":[119],"dimension.":[120],"Meanwhile,":[121],"imperceptibility":[122],"robustness":[124],"properties":[125],"design":[129],"framework":[130,148],"are":[131,143,160],"not":[132],"compromised.":[133],"spread":[136,140],"spectrum":[137,141],"techniques":[142],"applied":[144],"for":[149],"practical":[150],"implementations.":[151],"novelty":[153],"effectiveness":[155],"systems":[159,203],"supported":[161],"rigorous":[163],"performance":[164],"analysis":[165],"experimental":[167],"results":[168],"using":[169,180],"data":[172],"set.":[173],"This":[174],"paper":[175],"reveals":[176],"potential":[178],"in":[183],"multimedia":[184],"theoretically":[188],"leads":[189],"exploration":[192],"candidates":[195],"among":[196],"infinite":[198],"solutions":[199],"other":[204],"than":[205],"ones.":[210]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":7},{"year":2018,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}