{"id":"https://openalex.org/W3196949077","doi":"https://doi.org/10.1109/tsp52935.2021.9522680","title":"A new approach for localization of copy-move forgery in digital images","display_name":"A new approach for localization of copy-move forgery in digital images","publication_year":2021,"publication_date":"2021-07-26","ids":{"openalex":"https://openalex.org/W3196949077","doi":"https://doi.org/10.1109/tsp52935.2021.9522680","mag":"3196949077"},"language":"en","primary_location":{"id":"doi:10.1109/tsp52935.2021.9522680","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp52935.2021.9522680","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 44th International Conference on Telecommunications and Signal Processing (TSP)","raw_type":"proceedings-article"},"type":"article","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/A5073440516","display_name":"G\u00fcl Tahao\u011flu","orcid":"https://orcid.org/0000-0002-8828-5674"},"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":true,"raw_author_name":"Gul Tahaoglu","raw_affiliation_strings":["Karadeniz Technical University,Department of Computer Engineering,Trabzon,Turkey"],"affiliations":[{"raw_affiliation_string":"Karadeniz Technical University,Department of Computer Engineering,Trabzon,Turkey","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005726750","display_name":"Guzin Uluas","orcid":null},"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 Uluas","raw_affiliation_strings":["Karadeniz Technical University,Department of Computer Engineering,Trabzon,Turkey"],"affiliations":[{"raw_affiliation_string":"Karadeniz Technical University,Department of Computer Engineering,Trabzon,Turkey","institution_ids":["https://openalex.org/I162720556"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073154957","display_name":"Bste Ustubioglu","orcid":null},"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":"Bste Ustubioglu","raw_affiliation_strings":["Karadeniz Technical University,Department of Computer Engineering,Trabzon,Turkey"],"affiliations":[{"raw_affiliation_string":"Karadeniz Technical University,Department of Computer Engineering,Trabzon,Turkey","institution_ids":["https://openalex.org/I162720556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073440516"],"corresponding_institution_ids":["https://openalex.org/I162720556"],"apc_list":null,"apc_paid":null,"fwci":0.0961,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.39143791,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"75","issue":null,"first_page":"183","last_page":"186"},"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":0.9460999965667725,"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/T13877","display_name":"Law in Society and Culture","score":0.9455000162124634,"subfield":{"id":"https://openalex.org/subfields/3308","display_name":"Law"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/block","display_name":"Block (permutation group theory)","score":0.7239426970481873},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7101687788963318},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6891736388206482},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.673505425453186},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.6188713312149048},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5313274264335632},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47097185254096985},{"id":"https://openalex.org/keywords/digital-image","display_name":"Digital image","score":0.4462227523326874},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.2588798403739929},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20799365639686584}],"concepts":[{"id":"https://openalex.org/C2777210771","wikidata":"https://www.wikidata.org/wiki/Q4927124","display_name":"Block (permutation group theory)","level":2,"score":0.7239426970481873},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7101687788963318},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6891736388206482},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.673505425453186},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.6188713312149048},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5313274264335632},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47097185254096985},{"id":"https://openalex.org/C42781572","wikidata":"https://www.wikidata.org/wiki/Q1250322","display_name":"Digital image","level":4,"score":0.4462227523326874},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.2588798403739929},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20799365639686584},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tsp52935.2021.9522680","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsp52935.2021.9522680","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 44th International Conference on Telecommunications and Signal Processing (TSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W120119343","https://openalex.org/W1570958768","https://openalex.org/W1781863451","https://openalex.org/W2001788007","https://openalex.org/W2022436565","https://openalex.org/W2052950171","https://openalex.org/W2076734571","https://openalex.org/W2085261163","https://openalex.org/W2119605622","https://openalex.org/W2149073238","https://openalex.org/W2153361333","https://openalex.org/W2154651279","https://openalex.org/W2162963619","https://openalex.org/W2171086515","https://openalex.org/W2301195638","https://openalex.org/W2343367146","https://openalex.org/W2462522213","https://openalex.org/W2561582794","https://openalex.org/W2575788517","https://openalex.org/W2749771371","https://openalex.org/W2793926511","https://openalex.org/W2795299328","https://openalex.org/W2897180259","https://openalex.org/W3046544926","https://openalex.org/W3121767244","https://openalex.org/W3158874234","https://openalex.org/W6604906609","https://openalex.org/W6732134597","https://openalex.org/W6749704048","https://openalex.org/W6781212736","https://openalex.org/W6794803706"],"related_works":["https://openalex.org/W2375480909","https://openalex.org/W2372403409","https://openalex.org/W2353314428","https://openalex.org/W4242726756","https://openalex.org/W1497877549","https://openalex.org/W2392126150","https://openalex.org/W1485522661","https://openalex.org/W2393687301","https://openalex.org/W2371775810","https://openalex.org/W2374508065"],"abstract_inverted_index":{"In":[0,61],"this":[1],"study,":[2],"newly":[3],"localization":[4],"approach":[5],"is":[6,28,47,59,122,127],"presented":[7],"to":[8,21,104],"reveal":[9],"copy-move":[10],"forgery":[11],"regions.":[12],"Firstly,":[13],"Speed-Up":[14],"Robust":[15],"Features":[16],"(SURF)":[17],"keypoints":[18,75],"are":[19,76,94,112],"utilized":[20],"label":[22,121],"whether":[23],"the":[24,33,40,45,52,56,63,66,69,73,89,100,108,118,131,136,146,152,158],"suspicious":[25],"input":[26],"image":[27,46],"original":[29],"or":[30],"forged.":[31],"With":[32],"presence":[34],"of":[35,39,55,65,85,138,145],"a":[36],"sufficient":[37],"number":[38],"most":[41],"similar":[42],"keypoint":[43],"matches,":[44],"labeled":[48,95,113],"as":[49,96,114],"forged":[50,57,67,79,115,140],"and":[51,91,117],"location":[53,125],"stage":[54],"region":[58],"started.":[60],"determining":[62],"boundaries":[64],"region,":[68],"blocks":[70,84,87,102,116,133],"received":[71],"around":[72],"matched":[74],"considered":[77],"seed":[78],"blocks.":[80,98,141],"8":[81],"overlapping":[82],"neighboring":[83],"these":[86],"in":[88,135,151],"target":[90],"source":[92],"regions":[93],"candidate":[97,101,119,132],"If":[99],"corresponding":[103],"each":[105],"other":[106],"meet":[107],"similarity":[109],"requirement,":[110],"they":[111],"block":[120],"removed.":[123],"The":[124,142],"phase":[126],"completed":[128],"by":[129],"evaluating":[130],"located":[134],"neighborhood":[137],"all":[139],"high":[143],"performance":[144],"method":[147],"has":[148],"been":[149],"proved":[150],"freely":[153],"available":[154],"GRIP":[155],"dataset":[156],"with":[157],"experiments.":[159]},"counts_by_year":[{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
