{"id":"https://openalex.org/W2134624863","doi":"https://doi.org/10.1109/icsmc.2009.5346651","title":"Robust semantic concept detection in large video collections","display_name":"Robust semantic concept detection in large video collections","publication_year":2009,"publication_date":"2009-10-01","ids":{"openalex":"https://openalex.org/W2134624863","doi":"https://doi.org/10.1109/icsmc.2009.5346651","mag":"2134624863"},"language":"en","primary_location":{"id":"doi:10.1109/icsmc.2009.5346651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2009.5346651","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Systems, Man and Cybernetics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://ink.library.smu.edu.sg/sis_research/487","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026951130","display_name":"Jialie Shen","orcid":"https://orcid.org/0000-0002-4560-8509"},"institutions":[{"id":"https://openalex.org/I79891267","display_name":"Singapore Management University","ror":"https://ror.org/050qmg959","country_code":"SG","type":"education","lineage":["https://openalex.org/I79891267"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Jialie Shen","raw_affiliation_strings":["Singapore Management University, Singapore","Singapore Management University, SINGAPORE"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Singapore Management University, Singapore","institution_ids":["https://openalex.org/I79891267"]},{"raw_affiliation_string":"Singapore Management University, SINGAPORE","institution_ids":["https://openalex.org/I79891267"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074103823","display_name":"Dacheng Tao","orcid":"https://orcid.org/0000-0001-7225-5449"},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Dacheng Tao","raw_affiliation_strings":["Nanyang Technological University, Singapore","Nanyang Technological University (Singapore)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University, Singapore","institution_ids":["https://openalex.org/I172675005"]},{"raw_affiliation_string":"Nanyang Technological University (Singapore)","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100740143","display_name":"Xuelong Li","orcid":"https://orcid.org/0000-0002-0019-4197"},"institutions":[{"id":"https://openalex.org/I124357947","display_name":"University of London","ror":"https://ror.org/04cw6st05","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Xuelong Li","raw_affiliation_strings":["University of London, UK","The University of London, United Kingdom"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of London, UK","institution_ids":["https://openalex.org/I124357947"]},{"raw_affiliation_string":"The University of London, United Kingdom","institution_ids":["https://openalex.org/I124357947"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17145738,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"635","last_page":"638"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","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/T11439","display_name":"Video Analysis and Summarization","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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9993000030517578,"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":0.8378682136535645},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.7405915260314941},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5421645641326904},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.5283109545707703},{"id":"https://openalex.org/keywords/video-processing","display_name":"Video processing","score":0.4153318405151367},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3558376431465149},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.32044532895088196}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8378682136535645},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.7405915260314941},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5421645641326904},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5283109545707703},{"id":"https://openalex.org/C65483669","wikidata":"https://www.wikidata.org/wiki/Q3536669","display_name":"Video processing","level":2,"score":0.4153318405151367},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3558376431465149},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.32044532895088196},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/icsmc.2009.5346651","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icsmc.2009.5346651","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2009 IEEE International Conference on Systems, Man and Cybernetics","raw_type":"proceedings-article"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-1486","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/487","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"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":"http://dx.doi.org/10.1109/ICSMC.2009.5346651","raw_type":"Conference Proceeding Article"},{"id":"pmh:oai:eprints.bbk.ac.uk.oai2:7655","is_oa":false,"landing_page_url":"https://eprints.bbk.ac.uk/id/eprint/7655/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400466","display_name":"BIROn (Birkbeck, University of London)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I98259816","host_organization_name":"Birkbeck, University of London","host_organization_lineage":["https://openalex.org/I98259816"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book Section"}],"best_oa_location":{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-1486","is_oa":true,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/487","pdf_url":null,"source":{"id":"https://openalex.org/S4377196871","display_name":"Institutional Knowledge (InK) - Institutional Knowledge at Singapore Management University (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"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":"http://dx.doi.org/10.1109/ICSMC.2009.5346651","raw_type":"Conference Proceeding Article"},"sustainable_development_goals":[{"display_name":"No poverty","id":"https://metadata.un.org/sdg/1","score":0.5099999904632568}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W1532325895","https://openalex.org/W1553995576","https://openalex.org/W1978920452","https://openalex.org/W1991225629","https://openalex.org/W1994458808","https://openalex.org/W2030328665","https://openalex.org/W2041785029","https://openalex.org/W2053186076","https://openalex.org/W2089935074","https://openalex.org/W2133824856","https://openalex.org/W2143036568","https://openalex.org/W2148661353","https://openalex.org/W2149095746","https://openalex.org/W2151532250","https://openalex.org/W2161612652","https://openalex.org/W2170532676","https://openalex.org/W3023411394","https://openalex.org/W4205307263","https://openalex.org/W4213009331","https://openalex.org/W6682195304","https://openalex.org/W6683492740","https://openalex.org/W6927057021"],"related_works":["https://openalex.org/W2366906938","https://openalex.org/W2349391998","https://openalex.org/W4205655149","https://openalex.org/W2000775715","https://openalex.org/W2795393339","https://openalex.org/W2770593030","https://openalex.org/W2074467390","https://openalex.org/W4254303342","https://openalex.org/W4390618967","https://openalex.org/W2365286546"],"abstract_inverted_index":{"With":[0],"explosive":[1],"amounts":[2],"of":[3,40,58,67,144,149],"video":[4,11,52,69,87,110,118,133],"data":[5],"emerging":[6],"from":[7,29,55,80],"the":[8,41,46,51,56,123,142,145],"Internet,":[9],"automatic":[10],"concept":[12,88,119],"detection":[13],"is":[14,44,92],"becoming":[15],"very":[16,62],"important":[17],"and":[18,33,98,114,151],"has":[19,135],"been":[20,136],"received":[21],"great":[22],"attention.":[23],"However,":[24],"reported":[25],"approaches":[26,48,64],"mainly":[27],"suffer":[28],"low":[30],"identification":[31],"accuracy":[32],"poor":[34],"robustness":[35],"over":[36],"different":[37,78],"concepts.":[38],"One":[39],"main":[42],"reason":[43],"that":[45],"existing":[47],"typically":[49],"isolate":[50],"signature":[53,111],"generation":[54,112],"process":[57],"classifier":[59],"training.":[60],"Also,":[61],"few":[63],"consider":[65],"effects":[66],"multiple":[68],"features.":[70],"The":[71,90,139],"paper":[72],"describes":[73],"a":[74],"novel":[75],"approach":[76,124],"fusing":[77],"information":[79],"diverse":[81],"knowledge":[82],"sources":[83],"to":[84],"facilitate":[85],"effective":[86],"detection.":[89],"system":[91],"designed":[93],"based":[94,109,117],"on":[95,130],"CM*F":[96,108,116],"scheme":[97,113],"its":[99],"basic":[100],"architecture":[101],"contains":[102],"two":[103,131],"core":[104],"components":[105],"including":[106],"1)":[107],"2)":[115],"detector.":[120],"To":[121],"evaluate":[122],"proposed,":[125],"an":[126],"extensive":[127],"experimental":[128],"study":[129],"large":[132],"databases":[134],"carried":[137],"out.":[138],"results":[140],"demonstrate":[141],"superiority":[143],"method":[146],"in":[147],"terms":[148],"effectiveness":[150],"robustness.":[152]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
