{"id":"https://openalex.org/W2284516061","doi":"https://doi.org/10.1109/eleco.2015.7394438","title":"A novel keypoint based forgery detection method based on local phase quantization and SIFT","display_name":"A novel keypoint based forgery detection method based on local phase quantization and SIFT","publication_year":2015,"publication_date":"2015-11-01","ids":{"openalex":"https://openalex.org/W2284516061","doi":"https://doi.org/10.1109/eleco.2015.7394438","mag":"2284516061"},"language":"en","primary_location":{"id":"doi:10.1109/eleco.2015.7394438","doi":"https://doi.org/10.1109/eleco.2015.7394438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eleco.2015.7394438","pdf_url":null,"source":{"id":"https://openalex.org/S4363608342","display_name":"National Conference on Electrical and Electronics Engineering (ELECO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 9th International Conference on Electrical and Electronics Engineering (ELECO)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5036447788","display_name":"Beste \u00dcst\u00fcbio\u011flu","orcid":"https://orcid.org/0000-0001-7451-0634","observed_orcids":["https://orcid.org/0000-0001-7451-0634"]},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Beste Ustubioglu","raw_affiliation_strings":["Departmant of Computer Engineering, Karadeniz Technical University, Trabzon, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departmant of Computer Engineering, Karadeniz Technical University, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112439539","display_name":"G\u00fcl Muzaffer","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Gul Muzaffer","raw_affiliation_strings":["Departmant of Computer Engineering, Karadeniz Technical University, Trabzon, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departmant of Computer Engineering, Karadeniz Technical University, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082706838","display_name":"G\u00fczin Uluta\u015f","orcid":"https://orcid.org/0000-0001-5729-6613","observed_orcids":["https://orcid.org/0000-0001-5729-6613"]},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Guzin Ulutas","raw_affiliation_strings":["Departmant of Computer Engineering, Karadeniz Technical University, Trabzon, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departmant of Computer Engineering, Karadeniz Technical University, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059185942","display_name":"Vasif V. Nabiyev","orcid":"https://orcid.org/0000-0003-0314-8134","observed_orcids":["https://orcid.org/0000-0003-0314-8134"]},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Vasif Nabiyev","raw_affiliation_strings":["Departmant of Computer Engineering, Karadeniz Technical University, Trabzon, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departmant of Computer Engineering, Karadeniz Technical University, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006084865","display_name":"Mustafa Uluta\u015f","orcid":"https://orcid.org/0000-0001-8876-9591","observed_orcids":["https://orcid.org/0000-0001-8876-9591"]},"institutions":[{"id":"https://openalex.org/I162720556","display_name":"Karadeniz Technical University","ror":"https://ror.org/03z8fyr40","country_code":"TR","type":"education","lineage":["https://openalex.org/I162720556"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Mustafa Ulutas","raw_affiliation_strings":["Departmant of Computer Engineering, Karadeniz Technical University, Trabzon, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Departmant of Computer Engineering, Karadeniz Technical University, Trabzon, Turkey","institution_ids":["https://openalex.org/I162720556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162720556"],"apc_list":null,"apc_paid":null,"fwci":0.1317,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.3466061,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":87,"max":95},"biblio":{"volume":"5099","issue":null,"first_page":"185","last_page":"189"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9976000189781189,"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":0.9976000189781189,"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":0.0013000000035390258,"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":0.00019999999494757503,"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/image-forgery-detection","display_name":"image forgery detection","score":0.8560000061988831},{"id":"https://openalex.org/keywords/copy-move-forgery","display_name":"copy-move forgery","score":0.8790000081062317},{"id":"https://openalex.org/keywords/keypoint-matching","display_name":"feature point matching","score":0.7269999980926514},{"id":"https://openalex.org/keywords/sift","display_name":"SIFT","score":0.7509999871253967},{"id":"https://openalex.org/keywords/local-phase-quantization","display_name":"local phase quantization","score":0.9350000023841858},{"id":"https://openalex.org/keywords/texture-information","display_name":"texture information","score":0.5099999904632568}],"concepts":[{"id":"https://openalex.org/C61265191","wikidata":"https://www.wikidata.org/wiki/Q767770","display_name":"Scale-invariant feature transform","level":3,"score":0.8326355814933777},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7769946455955505},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.696175217628479},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6434214115142822},{"id":"https://openalex.org/C28855332","wikidata":"https://www.wikidata.org/wiki/Q198099","display_name":"Quantization (signal processing)","level":2,"score":0.5976651906967163},{"id":"https://openalex.org/C63099799","wikidata":"https://www.wikidata.org/wiki/Q17147001","display_name":"Image texture","level":4,"score":0.5492827296257019},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5325020551681519},{"id":"https://openalex.org/C198751489","wikidata":"https://www.wikidata.org/wiki/Q2195","display_name":"JPEG","level":3,"score":0.4966612458229065},{"id":"https://openalex.org/C148417208","wikidata":"https://www.wikidata.org/wiki/Q4825882","display_name":"Authentication (law)","level":2,"score":0.48493412137031555},{"id":"https://openalex.org/C42781572","wikidata":"https://www.wikidata.org/wiki/Q1250322","display_name":"Digital image","level":4,"score":0.4354466497898102},{"id":"https://openalex.org/C2221639","wikidata":"https://www.wikidata.org/wiki/Q2877","display_name":"Discrete cosine transform","level":3,"score":0.43264150619506836},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4250921607017517},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3941567838191986},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.3009602129459381},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eleco.2015.7394438","doi":"https://doi.org/10.1109/eleco.2015.7394438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eleco.2015.7394438","pdf_url":null,"source":{"id":"https://openalex.org/S4363608342","display_name":"National Conference on Electrical and Electronics Engineering (ELECO)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2015 9th International Conference on Electrical and Electronics Engineering (ELECO)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":7,"referenced_works":["https://openalex.org/W120119343","https://openalex.org/W1607979445","https://openalex.org/W2119952502","https://openalex.org/W2153361333","https://openalex.org/W2162963619","https://openalex.org/W2976670645","https://openalex.org/W3158874234"],"related_works":["https://openalex.org/W2485311265","https://openalex.org/W3133517911","https://openalex.org/W2625522152","https://openalex.org/W2091237625","https://openalex.org/W2519152509","https://openalex.org/W4205120625","https://openalex.org/W2333111583","https://openalex.org/W3116937991","https://openalex.org/W2365623744","https://openalex.org/W3208308473"],"abstract_inverted_index":{"Increase":[0],"on":[1,112],"the":[2,5,38,45,50,62,72,83,89,107,113,117],"availability":[3],"of":[4],"image":[6,11,21,33,52,93,119],"editing":[7],"software":[8],"makes":[9],"digital":[10],"forgery":[12],"serious":[13],"problem.":[14],"Researchers":[15],"proposed":[16,27],"methods":[17],"to":[18,36,60],"cope":[19],"with":[20],"authentication":[22,34,94],"in":[23],"recent":[24],"years.":[25],"We":[26],"a":[28],"novel":[29],"keypoint":[30,63,90,101],"based":[31,91],"passive":[32,92],"technique":[35],"determine":[37],"copy":[39],"move":[40],"forgery.":[41],"The":[42,85],"method":[43,86,108],"extracts":[44],"structural":[46],"texture":[47,75,98],"information":[48,99],"from":[49,74],"test":[51],"by":[53,81,96],"using":[54],"LPQ":[55],"(Local":[56],"Phase":[57],"Quantization)":[58],"operator":[59],"make":[61],"extraction":[64,97],"techniques":[65],"more":[66],"successful.":[67],"SIFT":[68],"is":[69],"used":[70],"extract":[71],"keypoints":[73],"image.":[76],"Forged":[77],"regions":[78,111],"are":[79],"detected":[80],"matching":[82],"keypoints.":[84],"also":[87],"improves":[88],"mechanism":[95],"before":[100],"extraction.":[102],"Experimental":[103],"results":[104],"show":[105],"that,":[106],"detects":[109],"forged":[110,118],"images":[114],"even":[115],"if":[116],"has":[120],"undergone":[121],"some":[122],"attacks":[123],"(Gaussian":[124],"blurring/Additive":[125],"White":[126],"Gaussian":[127],"Noise":[128],"and":[129],"jpeg":[130],"compression).":[131]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":2},{"year":2017,"cited_by_count":1}],"updated_date":"2026-10-26T11:51:55.731654","created_date":"2016-06-24T00:00:00"}