{"id":"https://openalex.org/W3006304348","doi":"https://doi.org/10.1109/iceei47359.2019.8988905","title":"Copy-Move Forgery Detection Using SWT-DCT and Four Square Mean Features","display_name":"Copy-Move Forgery Detection Using SWT-DCT and Four Square Mean Features","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W3006304348","doi":"https://doi.org/10.1109/iceei47359.2019.8988905","mag":"3006304348"},"language":"en","primary_location":{"id":"doi:10.1109/iceei47359.2019.8988905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceei47359.2019.8988905","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Electrical Engineering and Informatics (ICEEI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5060321223","display_name":"Fauhan Handay Pugar","orcid":null},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Fauhan Handay Pugar","raw_affiliation_strings":["Faculty of Computer Science, Universitas Indonesia,Depok,Indonesia","Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia,Depok,Indonesia","institution_ids":["https://openalex.org/I29617571"]},{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016090374","display_name":"Sultan Muzahidin","orcid":null},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Sultan Muzahidin","raw_affiliation_strings":["Faculty of Computer Science, Universitas Indonesia,Depok,Indonesia","Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia,Depok,Indonesia","institution_ids":["https://openalex.org/I29617571"]},{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5039645915","display_name":"Aniati Murni Arymurthy","orcid":"https://orcid.org/0000-0002-2762-7001"},"institutions":[{"id":"https://openalex.org/I29617571","display_name":"University of Indonesia","ror":"https://ror.org/0116zj450","country_code":"ID","type":"education","lineage":["https://openalex.org/I29617571"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Aniati Murni Arymurthy","raw_affiliation_strings":["Faculty of Computer Science, Universitas Indonesia,Depok,Indonesia","Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia,Depok,Indonesia","institution_ids":["https://openalex.org/I29617571"]},{"raw_affiliation_string":"Faculty of Computer Science, Universitas Indonesia, Depok, Indonesia","institution_ids":["https://openalex.org/I29617571"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I29617571"],"apc_list":null,"apc_paid":null,"fwci":0.0915,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.42032317,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"63","last_page":"68"},"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.9797999858856201,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9575999975204468,"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/discrete-cosine-transform","display_name":"Discrete cosine transform","score":0.9024239182472229},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7115054726600647},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6540191173553467},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5812362432479858},{"id":"https://openalex.org/keywords/brightness","display_name":"Brightness","score":0.5032591223716736},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.49238407611846924},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47802624106407166},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.43671587109565735},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4247784912586212},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2645607590675354}],"concepts":[{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.9024239182472229},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7115054726600647},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6540191173553467},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5812362432479858},{"id":"https://openalex.org/C125245961","wikidata":"https://www.wikidata.org/wiki/Q221656","display_name":"Brightness","level":2,"score":0.5032591223716736},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.49238407611846924},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47802624106407166},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.43671587109565735},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4247784912586212},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2645607590675354},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iceei47359.2019.8988905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iceei47359.2019.8988905","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 International Conference on Electrical Engineering and Informatics (ICEEI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions","score":0.5899999737739563}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W994818976","https://openalex.org/W1997631810","https://openalex.org/W2306897814","https://openalex.org/W2520022511","https://openalex.org/W2555026809","https://openalex.org/W2561582794","https://openalex.org/W2580323493","https://openalex.org/W2604537026","https://openalex.org/W2618448645","https://openalex.org/W2742839880","https://openalex.org/W2750950932","https://openalex.org/W2794770466","https://openalex.org/W2903711386"],"related_works":["https://openalex.org/W1916685473","https://openalex.org/W2055682261","https://openalex.org/W1993363272","https://openalex.org/W2186390138","https://openalex.org/W2060035984","https://openalex.org/W2790129917","https://openalex.org/W2992856432","https://openalex.org/W2100638064","https://openalex.org/W2127787376","https://openalex.org/W1560763842"],"abstract_inverted_index":{"Image":[0],"forgery":[1,11,14,25],"detection":[2,47],"is":[3,15,45,62,92,113],"challenging":[4,28],"to":[5,29,67,86],"solve,":[6],"especially":[7],"in":[8,21,36,115],"blind":[9],"image":[10,22,126],"detection.":[12],"Copy-move":[13,24],"a":[16],"common":[17],"and":[18,57,84,97,105,119,128],"popular":[19],"method":[20],"forgery.":[23],"become":[26],"more":[27],"detect":[30],"with":[31,48],"addition":[32],"of":[33,71],"post-processing":[34,72],"operation":[35],"the":[37,42,81,98,111],"image.":[38],"In":[39],"this":[40],"paper,":[41],"proposed":[43,90],"methodology":[44,91,112],"copy-move":[46],"Stationary":[49],"Wavelet":[50],"Transform":[51,55],"(SWT),":[52],"Discrete":[53],"Cosine":[54],"(DCT),":[56],"Four-Square":[58],"Mean":[59],"Features.":[60],"SWT":[61],"used":[63],"because":[64],"it":[65],"enables":[66],"handle":[68],"various":[69,87],"kind":[70],"operation.":[73],"Likewise,":[74],"DCT":[75],"has":[76],"many":[77],"advantages":[78],"such":[79],"as":[80],"lower":[82],"dimension":[83],"robust":[85,120],"attacks.":[88],"The":[89,107],"evaluated":[93],"using":[94,102],"CoMoFoD":[95],"dataset":[96],"performance":[99],"are":[100],"measured":[101],"precision,":[103],"recall,":[104],"F1-scores.":[106],"result":[108],"reveal":[109],"that":[110],"successful":[114],"detecting":[116],"duplicated":[117],"region":[118],"against":[121],"brightness":[122],"change,":[123],"contrast":[124],"adjustment,":[125],"blurring,":[127],"color":[129],"reduction.":[130]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
