{"id":"https://openalex.org/W2543295655","doi":"https://doi.org/10.1109/wifs.2010.5711463","title":"Towards a feature set for robust printing-imaging cycle device identification using structured printed markings","display_name":"Towards a feature set for robust printing-imaging cycle device identification using structured printed markings","publication_year":2010,"publication_date":"2010-12-01","ids":{"openalex":"https://openalex.org/W2543295655","doi":"https://doi.org/10.1109/wifs.2010.5711463","mag":"2543295655"},"language":"en","primary_location":{"id":"doi:10.1109/wifs.2010.5711463","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wifs.2010.5711463","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Workshop on Information Forensics and Security","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/A5032682269","display_name":"Matthew Gaubatz","orcid":null},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Matthew D. Gaubatz","raw_affiliation_strings":["Hewlett Packard Company, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett Packard Company, USA","institution_ids":["https://openalex.org/I1324840837"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022519243","display_name":"Steven J. Simske","orcid":null},"institutions":[{"id":"https://openalex.org/I1324840837","display_name":"Hewlett-Packard (United States)","ror":"https://ror.org/059rn9488","country_code":"US","type":"company","lineage":["https://openalex.org/I1324840837"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Steven J. Simske","raw_affiliation_strings":["Hewlett Packard Company, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hewlett Packard Company, USA","institution_ids":["https://openalex.org/I1324840837"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I1324840837"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.30939371,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"7542","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12357","display_name":"Digital Media Forensic Detection","score":0.9995999932289124,"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":0.9995999932289124,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"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/T13114","display_name":"Image Processing Techniques and Applications","score":0.994700014591217,"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":0.7074652910232544},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6793214082717896},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6768093109130859},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6293290853500366},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.620027482509613},{"id":"https://openalex.org/keywords/histogram","display_name":"Histogram","score":0.5262362360954285},{"id":"https://openalex.org/keywords/scanner","display_name":"Scanner","score":0.49030235409736633},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.41775065660476685},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3605910539627075},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1984800398349762}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7074652910232544},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6793214082717896},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6768093109130859},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6293290853500366},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.620027482509613},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5262362360954285},{"id":"https://openalex.org/C2779751349","wikidata":"https://www.wikidata.org/wiki/Q1474480","display_name":"Scanner","level":2,"score":0.49030235409736633},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.41775065660476685},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3605910539627075},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1984800398349762},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"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":1,"locations":[{"id":"doi:10.1109/wifs.2010.5711463","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wifs.2010.5711463","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Workshop on Information Forensics and Security","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":12,"referenced_works":["https://openalex.org/W1534127514","https://openalex.org/W1977737593","https://openalex.org/W1985836135","https://openalex.org/W2040553503","https://openalex.org/W2066834172","https://openalex.org/W2084780897","https://openalex.org/W2108243386","https://openalex.org/W2108523446","https://openalex.org/W2119959462","https://openalex.org/W2153635508","https://openalex.org/W3120421331","https://openalex.org/W6667080146"],"related_works":["https://openalex.org/W4232857084","https://openalex.org/W1517555227","https://openalex.org/W2001485867","https://openalex.org/W762151464","https://openalex.org/W2389610024","https://openalex.org/W2653993779","https://openalex.org/W2167528937","https://openalex.org/W2911295078","https://openalex.org/W1969621326","https://openalex.org/W2087861191"],"abstract_inverted_index":{"Device":[0],"identification":[1,44,71,103,142],"is":[2,45,72,163],"an":[3],"emerging":[4],"field":[5],"where":[6],"technologies":[7],"used":[8,55],"to":[9,32,46,56,100,124,146,153],"create":[10],"a":[11,61,75,88,106,125,158],"digital":[12],"image":[13,18],"are":[14,122],"inferred":[15],"by":[16],"strategic":[17],"analysis.":[19],"Some":[20],"of":[21,40,78,81,90,109,127,160],"the":[22,50],"more":[23,151],"well":[24],"understood":[25],"topics":[26],"in":[27,132,140,144,166],"this":[28],"area":[29],"include":[30],"techniques":[31],"identify":[33],"cameras,":[34],"scanners":[35],"and":[36,52,116,134,150],"printers.":[37],"The":[38,120,137],"goal":[39],"printing-imaging":[41,101],"cycle":[42],"device":[43,102],"gather":[47],"information":[48],"about":[49],"printing":[51],"imaging":[53],"devices":[54],"create,":[57],"then":[58],"digitally":[59],"reacquire,":[60],"physical":[62],"document.":[63],"It":[64],"has":[65],"been":[66],"shown":[67],"that":[68,96],"accurate":[69],"printer-scanner":[70],"possible":[73],"using":[74,105],"specific":[76],"type":[77],"marking":[79,154],"composed":[80],"oriented,":[82],"colored":[83],"tiles.":[84],"This":[85],"paper":[86],"discusses":[87],"set":[89],"features":[91,121],"based":[92],"on":[93],"histogram":[94],"analysis":[95],"can":[97],"be":[98],"applied":[99],"problems":[104],"wider":[107],"range":[108],"small":[110],"structured":[111],"markings":[112],"(color":[113],"tile":[114],"deterrents":[115],"Guilloche":[117],"curve":[118],"patterns).":[119],"robust":[123],"number":[126],"different":[128],"effects,":[129],"including":[130],"changes":[131],"perspective":[133],"scan":[135,161],"resolution.":[136],"approach":[138],"results":[139],"superior":[141],"performance":[143],"comparison":[145],"other":[147],"state-of-the-art":[148],"strategies,":[149],"robustness":[152],"orientation.":[155],"Performance":[156],"as":[157],"function":[159],"resolution":[162],"also":[164],"discussed":[165],"detail.":[167]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
