{"id":"https://openalex.org/W2065653694","doi":"https://doi.org/10.1117/12.907597","title":"Digital image forensics for photographic copying","display_name":"Digital image forensics for photographic copying","publication_year":2012,"publication_date":"2012-02-08","ids":{"openalex":"https://openalex.org/W2065653694","doi":"https://doi.org/10.1117/12.907597","mag":"2065653694"},"language":"en","primary_location":{"id":"doi:10.1117/12.907597","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.907597","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","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/A5101916104","display_name":"Jing Yin","orcid":"https://orcid.org/0000-0002-1330-9643"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Jing Yin","raw_affiliation_strings":["Sun Yat-sen Univ. (China)","Sun Yat Sen University, China"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen Univ. (China)","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"Sun Yat Sen University, China","institution_ids":["https://openalex.org/I157773358"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5062946632","display_name":"Yanmei Fang","orcid":null},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanmei Fang","raw_affiliation_strings":["Sun Yat-sen Univ. (China)","Sun Yat Sen University, China"],"affiliations":[{"raw_affiliation_string":"Sun Yat-sen Univ. (China)","institution_ids":["https://openalex.org/I157773358"]},{"raw_affiliation_string":"Sun Yat Sen University, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101916104"],"corresponding_institution_ids":["https://openalex.org/I157773358"],"apc_list":null,"apc_paid":null,"fwci":1.6473,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.85745556,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"8303","issue":null,"first_page":"83030F","last_page":"83030F"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9998999834060669,"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":0.9998999834060669,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9872000217437744,"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":0.9678000211715698,"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":0.8503323793411255},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.7009703516960144},{"id":"https://openalex.org/keywords/jpeg","display_name":"JPEG","score":0.6463596820831299},{"id":"https://openalex.org/keywords/copying","display_name":"Copying","score":0.629450798034668},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5801970958709717},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.5586477518081665},{"id":"https://openalex.org/keywords/digital-image","display_name":"Digital image","score":0.5306436419487},{"id":"https://openalex.org/keywords/digital-forensics","display_name":"Digital forensics","score":0.497083455324173},{"id":"https://openalex.org/keywords/liquid-crystal-display","display_name":"Liquid-crystal display","score":0.4911749064922333},{"id":"https://openalex.org/keywords/image-quality","display_name":"Image quality","score":0.4601787328720093},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.4291803240776062},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.42607253789901733},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.36048245429992676},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.1779211461544037}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8503323793411255},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.7009703516960144},{"id":"https://openalex.org/C198751489","wikidata":"https://www.wikidata.org/wiki/Q2195","display_name":"JPEG","level":3,"score":0.6463596820831299},{"id":"https://openalex.org/C2779151265","wikidata":"https://www.wikidata.org/wiki/Q1156791","display_name":"Copying","level":2,"score":0.629450798034668},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5801970958709717},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.5586477518081665},{"id":"https://openalex.org/C42781572","wikidata":"https://www.wikidata.org/wiki/Q1250322","display_name":"Digital image","level":4,"score":0.5306436419487},{"id":"https://openalex.org/C84418412","wikidata":"https://www.wikidata.org/wiki/Q3246940","display_name":"Digital forensics","level":2,"score":0.497083455324173},{"id":"https://openalex.org/C128019096","wikidata":"https://www.wikidata.org/wiki/Q83341","display_name":"Liquid-crystal display","level":2,"score":0.4911749064922333},{"id":"https://openalex.org/C55020928","wikidata":"https://www.wikidata.org/wiki/Q3813865","display_name":"Image quality","level":3,"score":0.4601787328720093},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4291803240776062},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.42607253789901733},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.36048245429992676},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.1779211461544037},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1117/12.907597","is_oa":false,"landing_page_url":"https://doi.org/10.1117/12.907597","pdf_url":null,"source":{"id":"https://openalex.org/S183492911","display_name":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","issn_l":"0277-786X","issn":["0277-786X","1996-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310315543","host_organization_name":"SPIE","host_organization_lineage":["https://openalex.org/P4310315543"],"host_organization_lineage_names":["SPIE"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SPIE Proceedings","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4308771405","https://openalex.org/W2355873265","https://openalex.org/W2963669501","https://openalex.org/W3080197661","https://openalex.org/W4318471783","https://openalex.org/W2760667490","https://openalex.org/W2991781269","https://openalex.org/W2388604329","https://openalex.org/W4205142576","https://openalex.org/W2067508358"],"abstract_inverted_index":{"Image":[0],"display":[1,21],"technology":[2],"has":[3],"greatly":[4],"developed":[5],"over":[6],"the":[7,20,46,54,57,73,76],"past":[8],"few":[9],"decades,":[10],"which":[11],"make":[12],"it":[13],"possible":[14],"to":[15,84],"recapture":[16],"high-quality":[17],"images":[18,36,59],"from":[19],"medium,":[22],"such":[23],"as":[24,40],"a":[25,31,41],"liquid":[26],"crystal":[27],"display(LCD)":[28],"screen":[29],"or":[30],"printed":[32],"paper.":[33],"The":[34],"recaptured":[35,58,87],"are":[37,82],"not":[38],"regarded":[39],"separate":[42],"image":[43,51],"class":[44],"in":[45],"current":[47],"research":[48],"of":[49,56,69,78],"digital":[50],"forensics,":[52],"while":[53],"content":[55],"may":[60],"have":[61],"been":[62],"tempered.":[63],"In":[64],"this":[65],"paper,":[66],"two":[67],"sets":[68],"features":[70,95],"based":[71],"on":[72],"noise":[74],"and":[75],"traces":[77],"double":[79],"JPEG":[80],"compression":[81],"proposed":[83,94],"identify":[85],"these":[86],"images.":[88],"Experimental":[89],"results":[90],"showed":[91],"that":[92],"our":[93],"perform":[96],"well":[97],"for":[98],"detecting":[99],"photographic":[100],"copying.":[101]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":3},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}