{"id":"https://openalex.org/W2186215432","doi":null,"title":"CONTENT-BASED VIDEO COPY DETECTION USING MULTIMODAL ANALYSIS","display_name":"CONTENT-BASED VIDEO COPY DETECTION USING MULTIMODAL ANALYSIS","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2186215432","mag":"2186215432"},"language":"en","primary_location":{"id":"pmh:oai:repository.bilkent.edu.tr:11693/14899","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11693/14899","pdf_url":"http://hdl.handle.net/11693/14899","source":{"id":"https://openalex.org/S4306400079","display_name":"Bilkent University Institutional Repository (Bilkent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I168864056","host_organization_name":"Bilkent University","host_organization_lineage":["https://openalex.org/I168864056"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},"volume":null,"type":"dissertation","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://hdl.handle.net/11693/14899","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087292303","display_name":"Onur K\u00fc\u00e7\u00fcktun\u00e7","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Onur K\u00fc\u00e7\u00fcktun\u00e7","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5087292303"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9448000192642212,"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/T11439","display_name":"Video Analysis and Summarization","score":0.9448000192642212,"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":0.02889999933540821,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.006599999964237213,"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/video-copyright-protection","display_name":"video copyright protection","score":0.7689999938011169},{"id":"https://openalex.org/keywords/face-detection","display_name":"face detection","score":0.902999997138977},{"id":"https://openalex.org/keywords/low-level-visual-features","display_name":"low-level visual features","score":0.8619999885559082},{"id":"https://openalex.org/keywords/shot-boundary-detection","display_name":"shot boundary detection","score":0.984000027179718},{"id":"https://openalex.org/keywords/video-manipulation-detection","display_name":"video manipulation detection","score":0.7749999761581421},{"id":"https://openalex.org/keywords/picture-in-picture","display_name":"picture-in-picture","score":0.5920000076293945},{"id":"https://openalex.org/keywords/frame-dropping","display_name":"frame dropping","score":0.5419999957084656},{"id":"https://openalex.org/keywords/trecvid-2008","display_name":"TRECVID 2008","score":0.9509999752044678}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7723462581634521},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6831724643707275},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6223716735839844},{"id":"https://openalex.org/C53533937","wikidata":"https://www.wikidata.org/wiki/Q185020","display_name":"Histogram","level":3,"score":0.5575298070907593},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.5072783827781677},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.4791495203971863},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.44056469202041626},{"id":"https://openalex.org/C4641261","wikidata":"https://www.wikidata.org/wiki/Q11681085","display_name":"Face detection","level":4,"score":0.42916280031204224},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4279555678367615},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.41839727759361267},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3814965486526489},{"id":"https://openalex.org/C31510193","wikidata":"https://www.wikidata.org/wiki/Q1192553","display_name":"Facial recognition system","level":3,"score":0.265190064907074},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.18664398789405823},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:repository.bilkent.edu.tr:11693/14899","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11693/14899","pdf_url":"http://hdl.handle.net/11693/14899","source":{"id":"https://openalex.org/S4306400079","display_name":"Bilkent University Institutional Repository (Bilkent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I168864056","host_organization_name":"Bilkent University","host_organization_lineage":["https://openalex.org/I168864056"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},{"id":"mag:2186215432","doi":null,"is_oa":false,"landing_page_url":"http://www.cs.bilkent.edu.tr/tech-reports/2009/BU-CE-0907.pdf","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"pmh:oai:repository.bilkent.edu.tr:11693/14899","doi":null,"is_oa":true,"landing_page_url":"http://hdl.handle.net/11693/14899","pdf_url":"http://hdl.handle.net/11693/14899","source":{"id":"https://openalex.org/S4306400079","display_name":"Bilkent University Institutional Repository (Bilkent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I168864056","host_organization_name":"Bilkent University","host_organization_lineage":["https://openalex.org/I168864056"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Thesis"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2186215432.pdf","grobid_xml":"https://content.openalex.org/works/W2186215432.grobid-xml"},"referenced_works_count":63,"referenced_works":["https://openalex.org/W67534184","https://openalex.org/W70268638","https://openalex.org/W180090376","https://openalex.org/W1485800236","https://openalex.org/W1529774463","https://openalex.org/W1977991519","https://openalex.org/W1987034518","https://openalex.org/W1992176519","https://openalex.org/W1996135397","https://openalex.org/W1999527151","https://openalex.org/W2008505155","https://openalex.org/W2010668953","https://openalex.org/W2016108110","https://openalex.org/W2018369373","https://openalex.org/W2021297101","https://openalex.org/W2022303741","https://openalex.org/W2022710619","https://openalex.org/W2033431158","https://openalex.org/W2046624828","https://openalex.org/W2052805987","https://openalex.org/W2059962959","https://openalex.org/W2061781940","https://openalex.org/W2062903088","https://openalex.org/W2063612366","https://openalex.org/W2070310569","https://openalex.org/W2081278545","https://openalex.org/W2087206228","https://openalex.org/W2089503781","https://openalex.org/W2095905764","https://openalex.org/W2099646187","https://openalex.org/W2102581314","https://openalex.org/W2103870710","https://openalex.org/W2106714663","https://openalex.org/W2107388002","https://openalex.org/W2107634464","https://openalex.org/W2107880128","https://openalex.org/W2109111678","https://openalex.org/W2110442901","https://openalex.org/W2110963300","https://openalex.org/W2114125490","https://openalex.org/W2115738369","https://openalex.org/W2117265659","https://openalex.org/W2117292021","https://openalex.org/W2119605622","https://openalex.org/W2133958774","https://openalex.org/W2141782206","https://openalex.org/W2143326392","https://openalex.org/W2145244200","https://openalex.org/W2145899837","https://openalex.org/W2151103935","https://openalex.org/W2151379678","https://openalex.org/W2153212819","https://openalex.org/W2156617053","https://openalex.org/W2158261396","https://openalex.org/W2164598857","https://openalex.org/W2165218263","https://openalex.org/W2166819065","https://openalex.org/W2181532546","https://openalex.org/W2248282706","https://openalex.org/W2293836323","https://openalex.org/W2341720105","https://openalex.org/W2912565176","https://openalex.org/W4248535267"],"related_works":["https://openalex.org/W2790673602","https://openalex.org/W7100037745","https://openalex.org/W2027110818","https://openalex.org/W2552744000","https://openalex.org/W7100421100","https://openalex.org/W3002244829","https://openalex.org/W2043321742","https://openalex.org/W2029603812","https://openalex.org/W7097590206","https://openalex.org/W7098652859"],"abstract_inverted_index":{"Huge":[0],"and":[1,159,168,178,223],"increasing":[2],"amount":[3],"of":[4,13,43,119,146,181,184,194,214,220],"videos":[5],"broadcast":[6],"through":[7],"networks":[8],"has":[9],"raised":[10],"the":[11,38,79,83,100,122,176,192,207,215],"need":[12],"automatic":[14],"video":[15,44,54,70,112,149],"copy":[16,28],"detection":[17,29],"for":[18,41,52,138,152,162],"copyright":[19],"protection.":[20],"Recent":[21],"developments":[22],"in":[23,68,94,117,218],"multimedia":[24],"technology":[25],"introduced":[26],"content-based":[27],"(CBCD)":[30],"as":[31],"a":[32,49,57,61,69,91,103],"new":[33],"research":[34],"field":[35],"alternative":[36],"to":[37,81,110,142,200],"watermarking":[39],"approach":[40,137],"identification":[42],"sequences.":[45],"This":[46],"thesis":[47],"presents":[48],"multimodal":[50],"framework":[51],"matching":[53,106],"sequences":[55],"using":[56,127],"three-step":[58],"approach:":[59],"First,":[60],"high-level":[62],"face":[63],"detector":[64],"identifies":[65],"facial":[66],"frames/shots":[67],"clip.":[71],"Matching":[72],"faces":[73],"with":[74,191],"extended":[75],"body":[76],"regions":[77,164],"gives":[78],"flexibility":[80],"discriminate":[82],"same":[84],"person":[85],"(e.g.,":[86],"an":[87],"anchor":[88],"man":[89],"or":[90,97],"political":[92],"leader)":[93],"different":[95],"events":[96],"scenes.":[98],"In":[99,131],"second":[101],"step,":[102],"spatiotemporal":[104],"sequence":[105],"technique":[107],"is":[108],"employed":[109],"match":[111],"clips/segments":[113],"that":[114,206],"are":[115,125,165],"similar":[116],"terms":[118,219],"activity.":[120],"Finally":[121],"non-facial":[123],"shots":[124],"matched":[126],"low-level":[128],"visual":[129],"features.":[130],"addition,":[132],"we":[133],"utilize":[134],"fuzzy":[135],"logic":[136],"extracting":[139,160],"color":[140],"histogram":[141],"detect":[143],"shot":[144],"boundaries":[145],"heavily":[147],"manipulated":[148],"clips.":[150],"Methods":[151],"detecting":[153],"noise,":[154],"frame-droppings,":[155],"picture-in-picture":[156],"transformation":[157],"windows,":[158],"mask":[161],"still":[163],"also":[166],"proposed":[167,171,208],"evaluated.":[169],"The":[170],"method":[172,209],"was":[173],"tested":[174],"on":[175],"query":[177],"reference":[179],"dataset":[180],"CBCD":[182],"task":[183],"TRECVID":[185],"2008.":[186],"Our":[187],"results":[188,193,204],"were":[189],"compared":[190],"top-8":[195],"most":[196,213],"successful":[197],"techniques":[198],"submitted":[199],"this":[201],"task.":[202],"Experimental":[203],"show":[205],"performs":[210],"better":[211],"than":[212],"state-of-the-art":[216],"techniques,":[217],"both":[221],"effectiveness":[222],"efficiency.":[224]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2016-06-24T00:00:00"}
