{"id":"https://openalex.org/W2973283452","doi":"https://doi.org/10.15439/2019f227","title":"Robust Image Forgery Detection Using Point Feature Analysis","display_name":"Robust Image Forgery Detection Using Point Feature Analysis","publication_year":2019,"publication_date":"2019-09-20","ids":{"openalex":"https://openalex.org/W2973283452","doi":"https://doi.org/10.15439/2019f227","mag":"2973283452"},"language":"en","primary_location":{"id":"doi:10.15439/2019f227","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f227","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/227.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://annals-csis.org/proceedings/2019/drp/pdf/227.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031477323","display_name":"Youssef William","orcid":null},"institutions":[{"id":"https://openalex.org/I96823368","display_name":"German University in Cairo","ror":"https://ror.org/03rjt0z37","country_code":"EG","type":"education","lineage":["https://openalex.org/I96823368"]}],"countries":["EG"],"is_corresponding":true,"raw_author_name":"Youssef William","raw_affiliation_strings":["[German University in Cairo, Cairo, Egypt]"],"affiliations":[{"raw_affiliation_string":"[German University in Cairo, Cairo, Egypt]","institution_ids":["https://openalex.org/I96823368"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025845496","display_name":"Sherine Safwat","orcid":null},"institutions":[{"id":"https://openalex.org/I96823368","display_name":"German University in Cairo","ror":"https://ror.org/03rjt0z37","country_code":"EG","type":"education","lineage":["https://openalex.org/I96823368"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Sherine Safwat","raw_affiliation_strings":["[German University in Cairo, Cairo, Egypt]"],"affiliations":[{"raw_affiliation_string":"[German University in Cairo, Cairo, Egypt]","institution_ids":["https://openalex.org/I96823368"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066592199","display_name":"Mohammed A.\u2010M. Salem","orcid":"https://orcid.org/0000-0003-1489-9830"},"institutions":[{"id":"https://openalex.org/I96823368","display_name":"German University in Cairo","ror":"https://ror.org/03rjt0z37","country_code":"EG","type":"education","lineage":["https://openalex.org/I96823368"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Mohammed Abdel-Megeed Salem","raw_affiliation_strings":["Ain Shams Univeristy, German University in Cairo, Cairo, Egypt"],"affiliations":[{"raw_affiliation_string":"Ain Shams Univeristy, German University in Cairo, Cairo, Egypt","institution_ids":["https://openalex.org/I96823368"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031477323"],"corresponding_institution_ids":["https://openalex.org/I96823368"],"apc_list":null,"apc_paid":null,"fwci":0.3672,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.65655509,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"18","issue":null,"first_page":"373","last_page":"380"},"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/T12859","display_name":"Cell Image Analysis Techniques","score":0.9901000261306763,"subfield":{"id":"https://openalex.org/subfields/1304","display_name":"Biophysics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T13114","display_name":"Image Processing Techniques and Applications","score":0.9898999929428101,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6576307415962219},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5972140431404114},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5926246643066406},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5118774175643921},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5076881647109985},{"id":"https://openalex.org/keywords/feature-detection","display_name":"Feature detection (computer vision)","score":0.4625270962715149},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4617348909378052},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4600943922996521},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4560610353946686},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.30907952785491943},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15672576427459717}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6576307415962219},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5972140431404114},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5926246643066406},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5118774175643921},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5076881647109985},{"id":"https://openalex.org/C126422989","wikidata":"https://www.wikidata.org/wiki/Q93586","display_name":"Feature detection (computer vision)","level":4,"score":0.4625270962715149},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4617348909378052},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4600943922996521},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4560610353946686},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.30907952785491943},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15672576427459717},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.15439/2019f227","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f227","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/227.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},{"id":"pmh:oai:doaj.org/article:02124abc6c8f4d4a9f145bfdc859249b","is_oa":true,"landing_page_url":"https://doaj.org/article/02124abc6c8f4d4a9f145bfdc859249b","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":"Annals of computer science and information systems, Vol 18, Pp 373-380 (2019)","raw_type":"article"},{"id":"mag:3092423087","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=201902226639123502","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":{"id":"doi:10.15439/2019f227","is_oa":true,"landing_page_url":"https://doi.org/10.15439/2019f227","pdf_url":"https://annals-csis.org/proceedings/2019/drp/pdf/227.pdf","source":{"id":"https://openalex.org/S4220651875","display_name":"Annals of Computer Science and Information Systems","issn_l":"2300-5963","issn":["2300-5963"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310317484","host_organization_name":"Polskie Towarzystwo Informatyczne","host_organization_lineage":["https://openalex.org/P4310317484"],"host_organization_lineage_names":["Polskie Towarzystwo Informatyczne"],"type":"conference"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Computer Science and Information Systems","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2973283452.pdf","grobid_xml":"https://content.openalex.org/works/W2973283452.grobid-xml"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1980072328","https://openalex.org/W1991430118","https://openalex.org/W1993570814","https://openalex.org/W2005750530","https://openalex.org/W2016799722","https://openalex.org/W2021229431","https://openalex.org/W2042545140","https://openalex.org/W2056870000","https://openalex.org/W2086407934","https://openalex.org/W2092669196","https://openalex.org/W2119605622","https://openalex.org/W2149073238","https://openalex.org/W2162963619","https://openalex.org/W2164598857","https://openalex.org/W2294275245","https://openalex.org/W2305906637","https://openalex.org/W2318487178","https://openalex.org/W2323204921","https://openalex.org/W2407845667","https://openalex.org/W2442806290","https://openalex.org/W2474404721","https://openalex.org/W2541324753","https://openalex.org/W2578542035","https://openalex.org/W2762150507","https://openalex.org/W2803831504","https://openalex.org/W2893892999","https://openalex.org/W3121767244"],"related_works":["https://openalex.org/W2312819198","https://openalex.org/W3036032503","https://openalex.org/W2077391823","https://openalex.org/W824274296","https://openalex.org/W1928528477","https://openalex.org/W4280622786","https://openalex.org/W2475750579","https://openalex.org/W2561491196","https://openalex.org/W2319500318","https://openalex.org/W4379791551"],"abstract_inverted_index":{"Day":[0],"for":[1,27,73,146],"day":[2],"it":[3],"becomes":[4],"easier":[5],"to":[6,89,132],"temper":[7],"digital":[8],"images.Thus,":[9],"people":[10],"are":[11],"in":[12,123,136],"need":[13],"of":[14,29,57,61,113],"various":[15],"forgery":[16,23],"image":[17,24,33,69,77,122,138],"detection.In":[18],"this":[19],"paper,":[20],"we":[21,53,109],"present":[22],"detection":[25],"techniques":[26],"two":[28],"the":[30,55,58,79,93,95,117,121],"most":[31],"common":[32],"tampering":[34],"techniques;":[35],"copy-move":[36],"and":[37,49,67,78],"splicing.We":[38],"use":[39],"match":[40],"points":[41],"technique":[42],"after":[43],"feature":[44,80,84,100],"extraction":[45,101],"process":[46],"using":[47],"SIFT":[48],"SURF.For":[50],"splicing":[51,137,148],"detection,":[52],"extracted":[54],"edges":[56],"integral":[59,76],"images":[60],"Y":[62,124],",":[63,66],"C":[64,125],"b":[65,126],"Cr":[68,127],"components.GLCM":[70],"is":[71,82,86,130],"applied":[72],"each":[74],"edge":[75],"vector":[81,85],"formed.The":[83],"then":[87],"fed":[88],"a":[90],"SVM":[91],"classifier.For":[92],"copy-move,":[94],"results":[96,135],"show":[97],"that":[98],"SURF":[99],"can":[102],"be":[103],"more":[104],"efficient":[105],"than":[106],"SIFT,":[107],"where":[108],"achieved":[110,141],"80%":[111],"accuracy":[112],"detecting":[114,147],"tempered":[115],"images.On":[116],"other":[118],"hand,":[119],"processing":[120],"color":[128],"model":[129],"found":[131],"give":[133],"promising":[134],"detection.We":[139],"have":[140],"99%":[142],"true":[143],"positive":[144],"rate":[145],"images.":[149]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}