{"id":"https://openalex.org/W2038338469","doi":"https://doi.org/10.1145/1873951.1873967","title":"A generic framework for event detection in various video domains","display_name":"A generic framework for event detection in various video domains","publication_year":2010,"publication_date":"2010-10-25","ids":{"openalex":"https://openalex.org/W2038338469","doi":"https://doi.org/10.1145/1873951.1873967","mag":"2038338469"},"language":"en","primary_location":{"id":"doi:10.1145/1873951.1873967","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1873951.1873967","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM international conference on Multimedia","raw_type":"proceedings-article"},"type":"article","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/A5100648981","display_name":"Tianzhu Zhang","orcid":"https://orcid.org/0000-0003-1856-9564"},"institutions":[{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Tianzhu Zhang","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences , Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences , Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022636178","display_name":"Changsheng Xu","orcid":"https://orcid.org/0000-0001-8343-9665"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changsheng Xu","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences , Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences , Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074542180","display_name":"Guangyu Zhu","orcid":"https://orcid.org/0000-0001-9591-7564"},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Guangyu Zhu","raw_affiliation_strings":["National University of Singapore, Singapore, Singapore"],"affiliations":[{"raw_affiliation_string":"National University of Singapore, Singapore, Singapore","institution_ids":["https://openalex.org/I165932596"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100330138","display_name":"Si Liu","orcid":"https://orcid.org/0000-0002-9180-2935"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Si Liu","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences , Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences , Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100511737","display_name":"Hanqing Lu","orcid":"https://orcid.org/0000-0001-9506-3407"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hanqing Lu","raw_affiliation_strings":["Institute of Automation, Chinese Academy of Sciences , Beijing, China"],"affiliations":[{"raw_affiliation_string":"Institute of Automation, Chinese Academy of Sciences , Beijing, China","institution_ids":["https://openalex.org/I4210094879","https://openalex.org/I19820366"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100648981"],"corresponding_institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210094879"],"apc_list":null,"apc_paid":null,"fwci":4.1433,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":{"value":0.94477926,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"103","last_page":"112"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":1.0,"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":1.0,"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/T11309","display_name":"Music and Audio Processing","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12720","display_name":"Multimedia Communication and Technology","score":0.978600025177002,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8340332508087158},{"id":"https://openalex.org/keywords/event","display_name":"Event (particle physics)","score":0.6515958309173584},{"id":"https://openalex.org/keywords/internet-video","display_name":"Internet video","score":0.5359272360801697},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5333428978919983},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.5190456509590149},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5063308477401733},{"id":"https://openalex.org/keywords/scripting-language","display_name":"Scripting language","score":0.4611189365386963},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.43508678674697876},{"id":"https://openalex.org/keywords/the-internet","display_name":"The Internet","score":0.38501083850860596},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.36849135160446167},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.17250987887382507},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.11669042706489563},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.10332801938056946}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8340332508087158},{"id":"https://openalex.org/C2779662365","wikidata":"https://www.wikidata.org/wiki/Q5416694","display_name":"Event (particle physics)","level":2,"score":0.6515958309173584},{"id":"https://openalex.org/C2779789524","wikidata":"https://www.wikidata.org/wiki/Q16885149","display_name":"Internet video","level":3,"score":0.5359272360801697},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5333428978919983},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.5190456509590149},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5063308477401733},{"id":"https://openalex.org/C61423126","wikidata":"https://www.wikidata.org/wiki/Q187432","display_name":"Scripting language","level":2,"score":0.4611189365386963},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.43508678674697876},{"id":"https://openalex.org/C110875604","wikidata":"https://www.wikidata.org/wiki/Q75","display_name":"The Internet","level":2,"score":0.38501083850860596},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.36849135160446167},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.17250987887382507},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.11669042706489563},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.10332801938056946},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1873951.1873967","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1873951.1873967","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th ACM international conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:scholarbank.nus.edu.sg:10635/68823","is_oa":false,"landing_page_url":"http://scholarbank.nus.edu.sg/handle/10635/68823","pdf_url":null,"source":{"id":"https://openalex.org/S7407052290","display_name":"National University of Singapore","issn_l":null,"issn":[],"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Scopus","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":41,"referenced_works":["https://openalex.org/W170732776","https://openalex.org/W1872883209","https://openalex.org/W2020042635","https://openalex.org/W2027838507","https://openalex.org/W2029545460","https://openalex.org/W2072857982","https://openalex.org/W2075460102","https://openalex.org/W2083091100","https://openalex.org/W2108745803","https://openalex.org/W2109524159","https://openalex.org/W2110119381","https://openalex.org/W2114718442","https://openalex.org/W2116164222","https://openalex.org/W2122338375","https://openalex.org/W2122361470","https://openalex.org/W2123073303","https://openalex.org/W2126618487","https://openalex.org/W2129520225","https://openalex.org/W2136504847","https://openalex.org/W2141858776","https://openalex.org/W2142194269","https://openalex.org/W2142412278","https://openalex.org/W2143800062","https://openalex.org/W2148154194","https://openalex.org/W2156718197","https://openalex.org/W2157391896","https://openalex.org/W2166765763","https://openalex.org/W2168996682","https://openalex.org/W2215815030","https://openalex.org/W2296319761","https://openalex.org/W2533739470","https://openalex.org/W2535977253","https://openalex.org/W2539525772","https://openalex.org/W2543728464","https://openalex.org/W2600716915","https://openalex.org/W6665018949","https://openalex.org/W6678033457","https://openalex.org/W6680140577","https://openalex.org/W6680835844","https://openalex.org/W6688645734","https://openalex.org/W6728882080"],"related_works":["https://openalex.org/W1566410785","https://openalex.org/W2018584086","https://openalex.org/W2372778180","https://openalex.org/W1007993945","https://openalex.org/W2086733238","https://openalex.org/W2961085424","https://openalex.org/W2529681551","https://openalex.org/W4306674287","https://openalex.org/W2349125667","https://openalex.org/W2010090774"],"abstract_inverted_index":{"Event":[0],"detection":[1,30,53],"is":[2,23,71,152,216],"essential":[3],"for":[4,19,140],"the":[5,86,101,127,153,157,163,191,207],"extensively":[6],"studied":[7],"video":[8,38,91,107,128,197],"analysis":[9,102],"and":[10,59,80,103,201,211],"understanding":[11],"area.":[12],"Although":[13],"various":[14,37],"approaches":[15],"have":[16],"been":[17],"proposed":[18,72,214],"event":[20,29,52,87,92,141],"detection,":[21],"there":[22],"a":[24,27,50,63,150,175],"lack":[25],"of":[26,105,146,159],"generic":[28,51],"framework":[31],"that":[32],"can":[33],"be":[34],"applied":[35],"to":[36,73,84,89,135],"domains":[39],"(e.g.":[40,110,131],"sports,":[41],"news,":[42],"movies,":[43,199],"surveillance).":[44],"In":[45],"this":[46,171],"paper,":[47],"we":[48,173],"present":[49],"approach":[54,215],"based":[55],"on":[56],"semi-supervised":[57],"learning":[58,185],"Internet":[60],"vision.":[61],"Concretely,":[62],"Graph-based":[64],"Semi-Supervised":[65],"Multiple":[66,177],"Instance":[67,178],"Learning":[68,179],"(GSSMIL)":[69],"algorithm":[70],"jointly":[74],"explore":[75],"small-scale":[76],"expert":[77,95],"labeled":[78,96],"videos":[79,83,97],"large-scale":[81],"unlabeled":[82,118],"train":[85],"models":[88],"detect":[90],"boundaries.":[93],"The":[94,117,203],"are":[98,120,209],"obtained":[99,121],"from":[100,126],"alignment":[104],"well-structured":[106],"related":[108,124],"text":[109],"movie":[111],"scripts,":[112],"web-casting":[113],"text,":[114],"close":[115],"caption).":[116],"data":[119,167],"by":[122,184],"querying":[123],"events":[125],"search":[129],"engine":[130],"YouTube)":[132],"in":[133,148,194],"order":[134],"give":[136],"more":[137],"distributive":[138],"information":[139],"modeling.":[142],"A":[143],"critical":[144],"issue":[145],"GSSMIL":[147],"constructing":[149],"graph":[151],"weight":[154,158],"assignment,":[155],"where":[156],"an":[160],"edge":[161],"specifies":[162],"similarity":[164],"between":[165],"two":[166],"points.":[168],"To":[169],"tackle":[170],"problem,":[172],"propose":[174],"novel":[176],"Induced":[180],"Similarity":[181],"(MILIS)":[182],"measure":[183],"instance":[186],"sensitive":[187],"classifiers.":[188],"We":[189],"perform":[190],"thorough":[192],"experiments":[193],"three":[195],"popular":[196],"domains:":[198],"sports":[200],"news.":[202],"results":[204],"compared":[205],"with":[206],"state-of-the-arts":[208],"promising":[210],"demonstrate":[212],"our":[213],"performance-effective.":[217]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
