{"id":"https://openalex.org/W90977302","doi":null,"title":"Content-based search and browsing in semantic multimedia retrieval","display_name":"Content-based search and browsing in semantic multimedia retrieval","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W90977302","mag":"90977302"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.99.5892","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.99.5892","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://herkules.oulu.fi/isbn9514283007/isbn9514283007.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5072963402","display_name":"Mika Rautiainen","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Mika Rautiainen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5072963402"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":3.1934,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.91362324,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":88,"max":93},"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":0.5659000277519226,"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":0.5659000277519226,"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":0.4016000032424927,"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/T10286","display_name":"Information Retrieval and Search Behavior","score":0.027799999341368675,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/semantic-video-retrieval","display_name":"semantic video retrieval","score":0.925000011920929},{"id":"https://openalex.org/keywords/content-based-retrieval","display_name":"content-based retrieval","score":0.7599999904632568},{"id":"https://openalex.org/keywords/semantic-gap","display_name":"semantic gap","score":0.9340000152587891},{"id":"https://openalex.org/keywords/visual-browsing","display_name":"visual browsing","score":0.5220000147819519},{"id":"https://openalex.org/keywords/hsv-color-space","display_name":"HSV color space","score":0.9390000104904175},{"id":"https://openalex.org/keywords/low-level-visual-features","display_name":"low-level visual features","score":0.9629999995231628},{"id":"https://openalex.org/keywords/example-based-retrieval","display_name":"example-based retrieval","score":0.9639999866485596},{"id":"https://openalex.org/keywords/multimodal-retrieval","display_name":"multimodal retrieval","score":0.8679999709129333},{"id":"https://openalex.org/keywords/word-retrieval","display_name":"word retrieval","score":0.5640000104904175},{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"relevance feedback","score":0.6299999952316284},{"id":"https://openalex.org/keywords/novice-users","display_name":"novice users","score":0.6859999895095825}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8530335426330566},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.7355470657348633},{"id":"https://openalex.org/C86034646","wikidata":"https://www.wikidata.org/wiki/Q474311","display_name":"Semantic gap","level":4,"score":0.5985198020935059},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.523894190788269},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.47657346725463867},{"id":"https://openalex.org/C189391414","wikidata":"https://www.wikidata.org/wiki/Q7936579","display_name":"Visual Word","level":4,"score":0.4764290750026703},{"id":"https://openalex.org/C90288658","wikidata":"https://www.wikidata.org/wiki/Q3318149","display_name":"Human\u2013computer information retrieval","level":3,"score":0.434924840927124},{"id":"https://openalex.org/C513874922","wikidata":"https://www.wikidata.org/wiki/Q212805","display_name":"Digital library","level":3,"score":0.4104599356651306},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3605930507183075},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22149470448493958},{"id":"https://openalex.org/C97854310","wikidata":"https://www.wikidata.org/wiki/Q19541","display_name":"Search engine","level":2,"score":0.22047829627990723},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.11373895406723022},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C164913051","wikidata":"https://www.wikidata.org/wiki/Q482","display_name":"Poetry","level":2,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.99.5892","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.99.5892","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://herkules.oulu.fi/isbn9514283007/isbn9514283007.pdf","raw_type":"text"},{"id":"mag:90977302","doi":null,"is_oa":false,"landing_page_url":"http://jultika.oulu.fi/files/isbn9514283007.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":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":148,"referenced_works":["https://openalex.org/W8647356","https://openalex.org/W48761652","https://openalex.org/W56990849","https://openalex.org/W597783984","https://openalex.org/W604414359","https://openalex.org/W1484689926","https://openalex.org/W1491947711","https://openalex.org/W1510951099","https://openalex.org/W1513915383","https://openalex.org/W1533912160","https://openalex.org/W1549192576","https://openalex.org/W1551672405","https://openalex.org/W1553682320","https://openalex.org/W1558593673","https://openalex.org/W1565630510","https://openalex.org/W1571847560","https://openalex.org/W1572472426","https://openalex.org/W1605755364","https://openalex.org/W1660390307","https://openalex.org/W1899613995","https://openalex.org/W1904228841","https://openalex.org/W1963929959","https://openalex.org/W1969294188","https://openalex.org/W1969349392","https://openalex.org/W1974812781","https://openalex.org/W1975830550","https://openalex.org/W1981723314","https://openalex.org/W1989085630","https://openalex.org/W1993625798","https://openalex.org/W1996021349","https://openalex.org/W1999235772","https://openalex.org/W1999908172","https://openalex.org/W2000672666","https://openalex.org/W2002604768","https://openalex.org/W2004367373","https://openalex.org/W2005472778","https://openalex.org/W2009287352","https://openalex.org/W2009484134","https://openalex.org/W2015720094","https://openalex.org/W2021751319","https://openalex.org/W2022178031","https://openalex.org/W2025825835","https://openalex.org/W2025892599","https://openalex.org/W2027443142","https://openalex.org/W2039841289","https://openalex.org/W2043909051","https://openalex.org/W2044465660","https://openalex.org/W2048580947","https://openalex.org/W2052562589","https://openalex.org/W2055118297","https://openalex.org/W2056952330","https://openalex.org/W2059186503","https://openalex.org/W2063490865","https://openalex.org/W2064125229","https://openalex.org/W2065916267","https://openalex.org/W2068632118","https://openalex.org/W2068874033","https://openalex.org/W2072208512","https://openalex.org/W2074188409","https://openalex.org/W2075006521","https://openalex.org/W2075893676","https://openalex.org/W2078396654","https://openalex.org/W2078875869","https://openalex.org/W2083498763","https://openalex.org/W2085425470","https://openalex.org/W2086087329","https://openalex.org/W2089366864","https://openalex.org/W2091503252","https://openalex.org/W2095490409","https://openalex.org/W2096290331","https://openalex.org/W2096479579","https://openalex.org/W2097038925","https://openalex.org/W2098162425","https://openalex.org/W2101075635","https://openalex.org/W2101151533","https://openalex.org/W2102475035","https://openalex.org/W2102734279","https://openalex.org/W2103869750","https://openalex.org/W2104351678","https://openalex.org/W2105568170","https://openalex.org/W2107169849","https://openalex.org/W2109506130","https://openalex.org/W2111554743","https://openalex.org/W2112306108","https://openalex.org/W2112378812","https://openalex.org/W2114025269","https://openalex.org/W2114072031","https://openalex.org/W2114617811","https://openalex.org/W2117501368","https://openalex.org/W2117586922","https://openalex.org/W2118783153","https://openalex.org/W2119288237","https://openalex.org/W2119979692","https://openalex.org/W2122762031","https://openalex.org/W2123598116","https://openalex.org/W2124319216","https://openalex.org/W2126173540","https://openalex.org/W2129291408","https://openalex.org/W2129434466","https://openalex.org/W2130110683","https://openalex.org/W2130387458","https://openalex.org/W2130660124","https://openalex.org/W2130730142","https://openalex.org/W2131147465","https://openalex.org/W2131193678","https://openalex.org/W2136320474","https://openalex.org/W2138124881","https://openalex.org/W2138313032","https://openalex.org/W2143624067","https://openalex.org/W2144679084","https://openalex.org/W2146862043","https://openalex.org/W2147069236","https://openalex.org/W2147152072","https://openalex.org/W2152100107","https://openalex.org/W2154641643","https://openalex.org/W2155305908","https://openalex.org/W2158325840","https://openalex.org/W2161484642","https://openalex.org/W2162104004","https://openalex.org/W2163108316","https://openalex.org/W2163352848","https://openalex.org/W2163808566","https://openalex.org/W2164547069","https://openalex.org/W2165401735","https://openalex.org/W2165612380","https://openalex.org/W2166274861","https://openalex.org/W2167247356","https://openalex.org/W2167407098","https://openalex.org/W2172508045","https://openalex.org/W2223197055","https://openalex.org/W2223426749","https://openalex.org/W2227275951","https://openalex.org/W2230184425","https://openalex.org/W2234103882","https://openalex.org/W2234920211","https://openalex.org/W2238053812","https://openalex.org/W2239695471","https://openalex.org/W2241021845","https://openalex.org/W2244787688","https://openalex.org/W2245287751","https://openalex.org/W2252877194","https://openalex.org/W2255526478","https://openalex.org/W2337574982","https://openalex.org/W2799061466","https://openalex.org/W2914885528","https://openalex.org/W2917578068","https://openalex.org/W3042546463","https://openalex.org/W3160981298"],"related_works":["https://openalex.org/W1558024266","https://openalex.org/W2139401687","https://openalex.org/W7099605443","https://openalex.org/W2038951772","https://openalex.org/W118827391","https://openalex.org/W2994122211","https://openalex.org/W1485471047","https://openalex.org/W2084921247","https://openalex.org/W2568057320","https://openalex.org/W2049118602"],"abstract_inverted_index":{"Growth":[0],"in":[1,176,236,297],"storage":[2],"capacity":[3],"has":[4,56],"led":[5],"to":[6,57,252,269,284],"large":[7,206,238],"digital":[8,81,105],"video":[9,82,182,199,207,246,299],"repositories":[10],"and":[11,52,77,122,133,160,170,181,186,194,218,233,239,249,257,294],"complicated":[12],"the":[13,19,44,48,53,70,73,78,98,101,155,158,168,184,209,221,286],"discovery":[14],"of":[15,23,37,66,72,80,87,100,104,138,146,157,172,188,211,223,245,291],"specific":[16],"information":[17,50,75],"without":[18,276],"laborious":[20,277],"manual":[21,38,278],"annotation":[22],"data.":[24,83],"The":[25,84,107,136,262],"research":[26,85],"focuses":[27],"on":[28,154,205],"creating":[29],"a":[30,189,224,229,258,302],"retrieval":[31,96,103,178,300],"system":[32],"that":[33,110],"is":[34,109],"ultimately":[35],"independent":[36],"work.":[39],"To":[40],"retrieve":[41],"relevant":[42],"content,":[43],"semantic":[45,102,111,271,298],"gap":[46,64],"between":[47],"searcher's":[49],"need":[51,76],"content":[54],"data":[55,120,230],"be":[58,115],"overcome":[59],"using":[60,117],"content-based":[61,93],"technology.":[62],"Semantic":[63],"constitutes":[65,290],"two":[67,147],"distinct":[68],"elements:":[69],"ambiguity":[71],"true":[74],"equivocalness":[79],"problem":[86],"this":[88,139],"thesis":[89,140],"is:":[90],"what":[91],"computational":[92],"models":[94],"for":[95,164,179,192,214,273],"increase":[97],"effectiveness":[99],"video?":[106],"hypothesis":[108],"search":[112],"performance":[113,204],"can":[114],"improved":[116],"pattern":[118],"recognition,":[119],"abstraction":[121],"clustering":[123],"techniques":[124,213],"jointly":[125],"with":[126,152,201],"human":[127],"interaction":[128],"through":[129],"manually":[130],"created":[131],"queries":[132,272,293],"visual":[134,174],"browsing.":[135],"results":[137],"are":[141],"composed":[142],"of:":[143],"an":[144,243],"evaluation":[145,171,187,235],"perceptually":[148],"oriented":[149],"colour":[150],"spaces":[151,163],"details":[153],"applicability":[156],"HSV":[159],"CIE":[161],"Lab":[162],"low-level":[165,173],"feature":[166],"extraction;":[167],"development":[169,185,210,222],"features":[175],"example-based":[177],"image":[180],"databases;":[183],"generic":[190],"model":[191,227],"simple":[193],"efficient":[195],"concept":[196,217],"detection":[197,203],"from":[198,247],"sequences":[200],"good":[202],"corpuses;":[208],"combination":[212],"multi-modal":[215],"visual,":[216],"lexical":[219],"retrieval;":[220],"cluster-temporal":[225],"browsing":[226,281],"as":[228],"navigation":[231],"tool":[232],"its":[234],"several":[237],"heterogeneous":[240],"collections":[241],"containing":[242],"assortment":[244],"educational":[248],"historical":[250],"recordings":[251],"contemporary":[253],"broadcast":[254],"news,":[255],"commercials":[256],"multilingual":[259],"television":[260],"broadcast.":[261],"methods":[263],"introduced":[264],"here":[265],"have":[266],"been":[267],"found":[268,283],"facilitate":[270],"novice":[274],"users":[275],"annotation.":[279],"Cluster-temporal":[280],"was":[282],"outperform":[285],"conventional":[287],"approach,":[288],"which":[289],"sequential":[292],"relevance":[295],"feedback,":[296],"by":[301],"statistically":[303],"significant":[304],"proportion.":[305]},"counts_by_year":[{"year":2013,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}