{"id":"https://openalex.org/W1989486784","doi":"https://doi.org/10.1109/icip.2010.5652649","title":"Key-frame based video fingerprinting by NMF","display_name":"Key-frame based video fingerprinting by NMF","publication_year":2010,"publication_date":"2010-09-01","ids":{"openalex":"https://openalex.org/W1989486784","doi":"https://doi.org/10.1109/icip.2010.5652649","mag":"1989486784"},"language":"en","primary_location":{"id":"doi:10.1109/icip.2010.5652649","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2010.5652649","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Image Processing","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/A5080707837","display_name":"Ozgun Cirakman","orcid":"https://orcid.org/0000-0001-6649-3280"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ozgun Cirakman","raw_affiliation_strings":["Multimedia Signal Processing and Pattern Recognition Laboratory, Department of Electronics and Communication Engineering, Istanbul Technical University, Maslak, Istanbul, Turkey","Multimedia Signal Processing and Pattern Recognition Lab., Dept. of Electronics and Comm. Eng., Istanbul Technical University, 34469 Maslak, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multimedia Signal Processing and Pattern Recognition Laboratory, Department of Electronics and Communication Engineering, Istanbul Technical University, Maslak, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"Multimedia Signal Processing and Pattern Recognition Lab., Dept. of Electronics and Comm. Eng., Istanbul Technical University, 34469 Maslak, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089754740","display_name":"Bilge G\u00fcnsel","orcid":"https://orcid.org/0000-0003-3628-3316"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Bilge Gunsel","raw_affiliation_strings":["Multimedia Signal Processing and Pattern Recognition Laboratory, Department of Electronics and Communication Engineering, Istanbul Technical University, Maslak, Istanbul, Turkey","Multimedia Signal Processing and Pattern Recognition Lab., Dept. of Electronics and Comm. Eng., Istanbul Technical University, 34469 Maslak, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multimedia Signal Processing and Pattern Recognition Laboratory, Department of Electronics and Communication Engineering, Istanbul Technical University, Maslak, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"Multimedia Signal Processing and Pattern Recognition Lab., Dept. of Electronics and Comm. Eng., Istanbul Technical University, 34469 Maslak, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060749606","display_name":"Neslihan Serap \u015eeng\u00f6r","orcid":"https://orcid.org/0000-0001-6278-2392"},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"N.Serap Sengor","raw_affiliation_strings":["Multimedia Signal Processing and Pattern Recognition Laboratory, Department of Electronics and Communication Engineering, Istanbul Technical University, Maslak, Istanbul, Turkey","Multimedia Signal Processing and Pattern Recognition Lab., Dept. of Electronics and Comm. Eng., Istanbul Technical University, 34469 Maslak, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multimedia Signal Processing and Pattern Recognition Laboratory, Department of Electronics and Communication Engineering, Istanbul Technical University, Maslak, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"Multimedia Signal Processing and Pattern Recognition Lab., Dept. of Electronics and Comm. Eng., Istanbul Technical University, 34469 Maslak, Turkey","institution_ids":["https://openalex.org/I48912391"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012372661","display_name":"Ozan G\u00fcrsoy","orcid":null},"institutions":[{"id":"https://openalex.org/I48912391","display_name":"Istanbul Technical University","ror":"https://ror.org/059636586","country_code":"TR","type":"education","lineage":["https://openalex.org/I48912391"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ozan Gursoy","raw_affiliation_strings":["Multimedia Signal Processing and Pattern Recognition Laboratory, Department of Electronics and Communication Engineering, Istanbul Technical University, Maslak, Istanbul, Turkey","Multimedia Signal Processing and Pattern Recognition Lab., Dept. of Electronics and Comm. Eng., Istanbul Technical University, 34469 Maslak, Turkey"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Multimedia Signal Processing and Pattern Recognition Laboratory, Department of Electronics and Communication Engineering, Istanbul Technical University, Maslak, Istanbul, Turkey","institution_ids":["https://openalex.org/I48912391"]},{"raw_affiliation_string":"Multimedia Signal Processing and Pattern Recognition Lab., Dept. of Electronics and Comm. Eng., Istanbul Technical University, 34469 Maslak, Turkey","institution_ids":["https://openalex.org/I48912391"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I48912391"],"apc_list":null,"apc_paid":null,"fwci":0.8158,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.69384098,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"13","issue":null,"first_page":"2373","last_page":"2376"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9991000294685364,"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/T10388","display_name":"Advanced Steganography and Watermarking Techniques","score":0.9991000294685364,"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/T12357","display_name":"Digital Media Forensic Detection","score":0.9991000294685364,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9941999912261963,"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/non-negative-matrix-factorization","display_name":"Non-negative matrix factorization","score":0.8188372850418091},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7402581572532654},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6930527687072754},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6190130114555359},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5752261877059937},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5108770728111267},{"id":"https://openalex.org/keywords/luminance","display_name":"Luminance","score":0.49305054545402527},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4733600318431854},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.4645079970359802},{"id":"https://openalex.org/keywords/transformation-geometry","display_name":"Transformation geometry","score":0.46045970916748047},{"id":"https://openalex.org/keywords/fingerprint","display_name":"Fingerprint (computing)","score":0.4288906455039978},{"id":"https://openalex.org/keywords/matrix-decomposition","display_name":"Matrix decomposition","score":0.37301740050315857}],"concepts":[{"id":"https://openalex.org/C152671427","wikidata":"https://www.wikidata.org/wiki/Q10843505","display_name":"Non-negative matrix factorization","level":4,"score":0.8188372850418091},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7402581572532654},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6930527687072754},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6190130114555359},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5752261877059937},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5108770728111267},{"id":"https://openalex.org/C73313986","wikidata":"https://www.wikidata.org/wiki/Q355386","display_name":"Luminance","level":2,"score":0.49305054545402527},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4733600318431854},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.4645079970359802},{"id":"https://openalex.org/C32990609","wikidata":"https://www.wikidata.org/wiki/Q306542","display_name":"Transformation geometry","level":2,"score":0.46045970916748047},{"id":"https://openalex.org/C2777826928","wikidata":"https://www.wikidata.org/wiki/Q3745713","display_name":"Fingerprint (computing)","level":2,"score":0.4288906455039978},{"id":"https://openalex.org/C42355184","wikidata":"https://www.wikidata.org/wiki/Q1361088","display_name":"Matrix decomposition","level":3,"score":0.37301740050315857},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C158693339","wikidata":"https://www.wikidata.org/wiki/Q190524","display_name":"Eigenvalues and eigenvectors","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icip.2010.5652649","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icip.2010.5652649","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 IEEE International Conference on Image Processing","raw_type":"proceedings-article"},{"id":"pmh:oai:polen.itu.edu.tr:11527/61844","is_oa":false,"landing_page_url":"https://hdl.handle.net/11527/61844","pdf_url":null,"source":{"id":"https://openalex.org/S4306400460","display_name":"Istanbul Technical University Academic Open Archive (Istanbul Technical University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I48912391","host_organization_name":"Istanbul Technical University","host_organization_lineage":["https://openalex.org/I48912391"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1593910748","https://openalex.org/W1963988319","https://openalex.org/W2048393261","https://openalex.org/W2135029798","https://openalex.org/W2162694647","https://openalex.org/W2164540108","https://openalex.org/W3143596294","https://openalex.org/W6680012447","https://openalex.org/W6683783677"],"related_works":["https://openalex.org/W2127243424","https://openalex.org/W4390394189","https://openalex.org/W2037504162","https://openalex.org/W2539013788","https://openalex.org/W2792706544","https://openalex.org/W1568451138","https://openalex.org/W2156699640","https://openalex.org/W2045265907","https://openalex.org/W2972997031","https://openalex.org/W2146544734"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,17],"key-frame":[4],"based":[5],"video":[6,29,84,92],"fingerprinting":[7,93],"method":[8,94],"in":[9,41],"which":[10],"the":[11,28,67,74,90,109,113],"fingerprint":[12],"matching":[13,75],"is":[14,55,80,87,95],"modeled":[15],"as":[16],"two":[18],"hypothesis":[19],"testing":[20],"problem.":[21],"The":[22,52,77],"perceptual":[23],"fingerprints":[24],"that":[25,89],"uniquely":[26],"identify":[27],"content":[30],"are":[31],"extracted":[32],"by":[33,65,102],"non-negative":[34],"matrix":[35],"factorization":[36],"(NMF)":[37],"via":[38],"Gaussian":[39],"weighting":[40],"order":[42],"to":[43,48,58,62,98],"assure":[44],"compactness":[45],"and":[46,104],"robustness":[47,61],"global":[49,99],"luminance":[50],"distortions.":[51],"system":[53],"performance":[54,79],"further":[56],"improved":[57],"enhance":[59],"its":[60],"geometric":[63,110],"attacks":[64,100,111],"integrating":[66],"transform":[68],"invariant":[69],"NMF":[70],"(T-NMF)":[71],"indicies":[72],"into":[73],"scheme.":[76],"overall":[78],"evaluated":[81],"on":[82],"TRECVID":[83,103],"sequences.":[85],"It":[86],"shown":[88],"proposed":[91],"highly":[96],"robust":[97],"described":[101],"it":[105],"can":[106],"also":[107],"handle":[108],"for":[112],"transformations":[114],"used":[115],"at":[116],"indexing":[117],"phase.":[118]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}