{"id":"https://openalex.org/W3149256221","doi":"https://doi.org/10.1155/2021/5595850","title":"Frame Duplication Forgery Detection and Localization Algorithm Based on the Improved Levenshtein Distance","display_name":"Frame Duplication Forgery Detection and Localization Algorithm Based on the Improved Levenshtein Distance","publication_year":2021,"publication_date":"2021-03-31","ids":{"openalex":"https://openalex.org/W3149256221","doi":"https://doi.org/10.1155/2021/5595850","mag":"3149256221"},"language":"en","primary_location":{"id":"doi:10.1155/2021/5595850","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5595850","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/5595850.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://downloads.hindawi.com/journals/sp/2021/5595850.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5084728205","display_name":"Honge Ren","orcid":"https://orcid.org/0000-0002-5334-7636"},"institutions":[{"id":"https://openalex.org/I47689461","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564","country_code":"CN","type":"education","lineage":["https://openalex.org/I47689461"]},{"id":"https://openalex.org/I4210115771","display_name":"Heilongjiang Academy of Forestry","ror":"https://ror.org/02bfrg439","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210115771"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Honge Ren","raw_affiliation_strings":["College of Information and Computer Engineering, Northeast Forestry University, Harbin 150040, China","Heilongjiang Forestry Intelligent Equipment Engineering Research Center, Harbin 150040, China"],"affiliations":[{"raw_affiliation_string":"College of Information and Computer Engineering, Northeast Forestry University, Harbin 150040, China","institution_ids":["https://openalex.org/I47689461"]},{"raw_affiliation_string":"Heilongjiang Forestry Intelligent Equipment Engineering Research Center, Harbin 150040, China","institution_ids":["https://openalex.org/I4210115771"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060309664","display_name":"Walid Atwa","orcid":"https://orcid.org/0000-0001-9022-6473"},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Walid Atwa","raw_affiliation_strings":["Department of Computer Science, Faculty of Computers and Information, Menoufia University, Shebin El-Koom 32511, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Faculty of Computers and Information, Menoufia University, Shebin El-Koom 32511, Egypt","institution_ids":["https://openalex.org/I63601056"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071116979","display_name":"Haosu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210115771","display_name":"Heilongjiang Academy of Forestry","ror":"https://ror.org/02bfrg439","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210115771"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haosu Zhang","raw_affiliation_strings":["Heilongjiang Forestry Intelligent Equipment Engineering Research Center, Harbin 150040, China"],"affiliations":[{"raw_affiliation_string":"Heilongjiang Forestry Intelligent Equipment Engineering Research Center, Harbin 150040, China","institution_ids":["https://openalex.org/I4210115771"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103964731","display_name":"Shafiq Muhammad","orcid":null},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shafiq Muhammad","raw_affiliation_strings":["Cyberspace Institute of Advance Technology, Guangzhou University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Cyberspace Institute of Advance Technology, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072229802","display_name":"Mahmoud Emam","orcid":"https://orcid.org/0000-0002-1290-4272"},"institutions":[{"id":"https://openalex.org/I63601056","display_name":"Menoufia University","ror":"https://ror.org/05sjrb944","country_code":"EG","type":"education","lineage":["https://openalex.org/I63601056"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Mahmoud Emam","raw_affiliation_strings":["Department of Mathematics and Computer Science, Faculty of Science, Menoufia University, Shebin El-Koom 32511, Egypt"],"affiliations":[{"raw_affiliation_string":"Department of Mathematics and Computer Science, Faculty of Science, Menoufia University, Shebin El-Koom 32511, Egypt","institution_ids":["https://openalex.org/I63601056"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5072229802","https://openalex.org/A5084728205"],"corresponding_institution_ids":["https://openalex.org/I4210115771","https://openalex.org/I47689461","https://openalex.org/I63601056"],"apc_list":{"value":1800,"currency":"USD","value_usd":1800},"apc_paid":{"value":1800,"currency":"USD","value_usd":1800},"fwci":0.7685,"has_fulltext":true,"cited_by_count":12,"citation_normalized_percentile":{"value":0.72753268,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"2021","issue":null,"first_page":"1","last_page":"10"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","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/T12357","display_name":"Digital Media Forensic Detection","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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9955999851226807,"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/T11105","display_name":"Advanced Image Processing Techniques","score":0.9822999835014343,"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":0.7966108322143555},{"id":"https://openalex.org/keywords/levenshtein-distance","display_name":"Levenshtein distance","score":0.7519267797470093},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6446603536605835},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6428622007369995},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.61684250831604},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.5393163561820984},{"id":"https://openalex.org/keywords/copying","display_name":"Copying","score":0.5241591930389404},{"id":"https://openalex.org/keywords/video-editing","display_name":"Video editing","score":0.5189085602760315},{"id":"https://openalex.org/keywords/edit-distance","display_name":"Edit distance","score":0.489303320646286},{"id":"https://openalex.org/keywords/block-matching-algorithm","display_name":"Block-matching algorithm","score":0.43781623244285583},{"id":"https://openalex.org/keywords/video-tracking","display_name":"Video tracking","score":0.38786670565605164},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.27520525455474854}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7966108322143555},{"id":"https://openalex.org/C2777515626","wikidata":"https://www.wikidata.org/wiki/Q496939","display_name":"Levenshtein distance","level":2,"score":0.7519267797470093},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6446603536605835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6428622007369995},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.61684250831604},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.5393163561820984},{"id":"https://openalex.org/C2779151265","wikidata":"https://www.wikidata.org/wiki/Q1156791","display_name":"Copying","level":2,"score":0.5241591930389404},{"id":"https://openalex.org/C2780310081","wikidata":"https://www.wikidata.org/wiki/Q1154312","display_name":"Video editing","level":2,"score":0.5189085602760315},{"id":"https://openalex.org/C44359876","wikidata":"https://www.wikidata.org/wiki/Q5338467","display_name":"Edit distance","level":2,"score":0.489303320646286},{"id":"https://openalex.org/C167510206","wikidata":"https://www.wikidata.org/wiki/Q2835824","display_name":"Block-matching algorithm","level":4,"score":0.43781623244285583},{"id":"https://openalex.org/C202474056","wikidata":"https://www.wikidata.org/wiki/Q1931635","display_name":"Video tracking","level":3,"score":0.38786670565605164},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.27520525455474854},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1155/2021/5595850","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5595850","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/5595850.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:e269ee44d66e402ba1a8fb0c2e82c169","is_oa":true,"landing_page_url":"https://doaj.org/article/e269ee44d66e402ba1a8fb0c2e82c169","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scientific Programming, Vol 2021 (2021)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1155/2021/5595850","is_oa":true,"landing_page_url":"https://doi.org/10.1155/2021/5595850","pdf_url":"https://downloads.hindawi.com/journals/sp/2021/5595850.pdf","source":{"id":"https://openalex.org/S166774750","display_name":"Scientific Programming","issn_l":"1058-9244","issn":["1058-9244","1875-919X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Scientific Programming","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.49000000953674316,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[{"id":"https://openalex.org/G1349287174","display_name":null,"funder_award_id":"203822","funder_id":"https://openalex.org/F4320321620","funder_display_name":"Northeast Forestry University"},{"id":"https://openalex.org/G1587364151","display_name":null,"funder_award_id":"2572017PZ10","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3385648438","display_name":null,"funder_award_id":"203822","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5897039007","display_name":null,"funder_award_id":"2572018BH09","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8766064143","display_name":null,"funder_award_id":"2572018BH09","funder_id":"https://openalex.org/F4320321620","funder_display_name":"Northeast Forestry University"},{"id":"https://openalex.org/G8817113567","display_name":null,"funder_award_id":"2572017PZ10","funder_id":"https://openalex.org/F4320321620","funder_display_name":"Northeast Forestry University"}],"funders":[{"id":"https://openalex.org/F4320321620","display_name":"Northeast Forestry University","ror":"https://ror.org/02yxnh564"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3149256221.pdf","grobid_xml":"https://content.openalex.org/works/W3149256221.grobid-xml"},"referenced_works_count":31,"referenced_works":["https://openalex.org/W1450198371","https://openalex.org/W1580963329","https://openalex.org/W1638584754","https://openalex.org/W1986927962","https://openalex.org/W1998051560","https://openalex.org/W2001496424","https://openalex.org/W2012010763","https://openalex.org/W2018578825","https://openalex.org/W2018588909","https://openalex.org/W2050287391","https://openalex.org/W2092669196","https://openalex.org/W2111192396","https://openalex.org/W2111643688","https://openalex.org/W2111864570","https://openalex.org/W2133665775","https://openalex.org/W2140711622","https://openalex.org/W2154792688","https://openalex.org/W2259663061","https://openalex.org/W2468595924","https://openalex.org/W2498412031","https://openalex.org/W2511363568","https://openalex.org/W2512195769","https://openalex.org/W2515585988","https://openalex.org/W2598783175","https://openalex.org/W2790620695","https://openalex.org/W2885799156","https://openalex.org/W3000233297","https://openalex.org/W3006526650","https://openalex.org/W3022550689","https://openalex.org/W3035366542","https://openalex.org/W6634560076"],"related_works":["https://openalex.org/W2461708070","https://openalex.org/W2003932770","https://openalex.org/W4362583275","https://openalex.org/W2575897682","https://openalex.org/W2844405045","https://openalex.org/W4285090010","https://openalex.org/W4280559639","https://openalex.org/W4321609555","https://openalex.org/W1531307672","https://openalex.org/W2788104449"],"abstract_inverted_index":{"In":[0,121,164],"this":[1,122],"digital":[2,11,42],"era":[3],"of":[4,41,65,107],"technology":[5],"and":[6,13,25,61,102,114,117,129,161],"software":[7,17],"development":[8],"tools,":[9],"low-cost":[10],"cameras":[12],"powerful":[14],"video":[15,52,70,96,141,156],"editing":[16,38],"(such":[18],"as":[19],"Adobe":[20],"Premiere,":[21],"Microsoft":[22],"Movie":[23],"Maker,":[24],"Magix":[26],"Vegas)":[27],"have":[28,84],"become":[29],"available":[30],"for":[31],"any":[32],"common":[33,51],"user.":[34],"Through":[35],"these":[36],"softwares,":[37],"the":[39,68,80,88,95,100,140,145,165,168,175],"contents":[40],"videos":[43],"became":[44],"very":[45],"easy.":[46],"Frame":[47],"duplication":[48,132],"is":[49],"a":[50,63],"forgery":[53],"attack":[54],"which":[55],"can":[56],"be":[57],"done":[58],"by":[59,159],"copying":[60],"pasting":[62],"sequence":[64,142],"frames":[66,138],"within":[67],"same":[69],"in":[71,87],"order":[72],"to":[73,90,135],"hide":[74],"or":[75],"replicate":[76],"some":[77,154],"events":[78],"from":[79,94,111,139],"video.":[81],"Many":[82],"algorithms":[83],"been":[85],"proposed":[86,169],"literature":[89],"detect":[91,136],"such":[92],"forgeries":[93],"sequences":[97,157],"through":[98],"analyzing":[99],"spatial":[101],"temporal":[103],"correlations.":[104],"However,":[105],"most":[106],"them":[108],"are":[109,125],"suffering":[110],"low":[112],"efficiency":[113],"accuracy":[115],"rates":[116],"high":[118],"computational":[119],"complexity.":[120],"paper,":[123],"we":[124],"proposing":[126],"an":[127],"efficient":[128],"robust":[130],"frame":[131],"detection":[133],"algorithm":[134,170],"duplicated":[137],"based":[143],"on":[144,153],"improved":[146],"Levenshtein":[147],"distance.":[148],"Extensive":[149],"experiments":[150],"were":[151],"performed":[152],"selected":[155],"captured":[158],"stationary":[160],"moving":[162],"cameras.":[163],"experimental":[166],"results,":[167],"showed":[171],"efficacy":[172],"compared":[173],"with":[174],"state-of-the-art":[176],"techniques.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
