{"id":"https://openalex.org/W2116001771","doi":"https://doi.org/10.1109/tmm.2010.2051871","title":"Affective Audio-Visual Words and Latent Topic Driving Model for Realizing Movie Affective Scene Classification","display_name":"Affective Audio-Visual Words and Latent Topic Driving Model for Realizing Movie Affective Scene Classification","publication_year":2010,"publication_date":"2010-09-15","ids":{"openalex":"https://openalex.org/W2116001771","doi":"https://doi.org/10.1109/tmm.2010.2051871","mag":"2116001771"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2010.2051871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2010.2051871","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-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/A5017607351","display_name":"Go Irie","orcid":"https://orcid.org/0000-0002-4309-4700"},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]},{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]},{"id":"https://openalex.org/I14396692","display_name":"Tokyo University of Information Sciences","ror":"https://ror.org/044bdx604","country_code":"JP","type":"education","lineage":["https://openalex.org/I14396692"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Go Irie","raw_affiliation_strings":["Department of Information and Communication Engineering, University of Tokyo, Tokyo, Japan","NTT Cyber Solutions Laboratories, NTT Corporation, Tokyo, Kanagawa, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, University of Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I14396692","https://openalex.org/I74801974"]},{"raw_affiliation_string":"NTT Cyber Solutions Laboratories, NTT Corporation, Tokyo, Kanagawa, Japan","institution_ids":["https://openalex.org/I2251713219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111822607","display_name":"Takashi Satou","orcid":null},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takashi Satou","raw_affiliation_strings":["NTT Cyber Solutions Laboratories, NTT Corporation, Kanagawa, Japan"],"affiliations":[{"raw_affiliation_string":"NTT Cyber Solutions Laboratories, NTT Corporation, Kanagawa, Japan","institution_ids":["https://openalex.org/I2251713219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5050970490","display_name":"Akira Kojima","orcid":"https://orcid.org/0000-0002-8769-7212"},"institutions":[{"id":"https://openalex.org/I2251713219","display_name":"NTT (Japan)","ror":"https://ror.org/00berct97","country_code":"JP","type":"company","lineage":["https://openalex.org/I2251713219"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Akira Kojima","raw_affiliation_strings":["NTT Cyber Solutions Laboratories, NTT Corporation, Kanagawa, Japan"],"affiliations":[{"raw_affiliation_string":"NTT Cyber Solutions Laboratories, NTT Corporation, Kanagawa, Japan","institution_ids":["https://openalex.org/I2251713219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048624196","display_name":"Toshihiko Yamasaki","orcid":"https://orcid.org/0000-0002-1784-2314"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]},{"id":"https://openalex.org/I14396692","display_name":"Tokyo University of Information Sciences","ror":"https://ror.org/044bdx604","country_code":"JP","type":"education","lineage":["https://openalex.org/I14396692"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Toshihiko Yamasaki","raw_affiliation_strings":["Department of Information and Communication Engineering, Graduate School of Information Science and Technology, University of Tokyo, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Department of Information and Communication Engineering, Graduate School of Information Science and Technology, University of Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I14396692","https://openalex.org/I74801974"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069982192","display_name":"Kiyoharu Aizawa","orcid":"https://orcid.org/0000-0003-2146-6275"},"institutions":[{"id":"https://openalex.org/I74801974","display_name":"The University of Tokyo","ror":"https://ror.org/057zh3y96","country_code":"JP","type":"education","lineage":["https://openalex.org/I74801974"]},{"id":"https://openalex.org/I14396692","display_name":"Tokyo University of Information Sciences","ror":"https://ror.org/044bdx604","country_code":"JP","type":"education","lineage":["https://openalex.org/I14396692"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kiyoharu Aizawa","raw_affiliation_strings":["Interfaculty Initiative in Information Studies, and the Department of Information and Communication Engineering, University of Tokyo, Tokyo, Japan"],"affiliations":[{"raw_affiliation_string":"Interfaculty Initiative in Information Studies, and the Department of Information and Communication Engineering, University of Tokyo, Tokyo, Japan","institution_ids":["https://openalex.org/I14396692","https://openalex.org/I74801974"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5017607351"],"corresponding_institution_ids":["https://openalex.org/I14396692","https://openalex.org/I2251713219","https://openalex.org/I74801974"],"apc_list":null,"apc_paid":null,"fwci":5.172,"has_fulltext":false,"cited_by_count":76,"citation_normalized_percentile":{"value":0.96017346,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"12","issue":"6","first_page":"523","last_page":"535"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9998000264167786,"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":0.9998000264167786,"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":0.9994999766349792,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9969000220298767,"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":0.7957502007484436},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5452159643173218},{"id":"https://openalex.org/keywords/audio-visual","display_name":"Audio visual","score":0.4940112233161926},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46171024441719055},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.4573906660079956},{"id":"https://openalex.org/keywords/subject","display_name":"Subject (documents)","score":0.4146696925163269},{"id":"https://openalex.org/keywords/affective-computing","display_name":"Affective computing","score":0.41309329867362976},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.23708519339561462}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7957502007484436},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5452159643173218},{"id":"https://openalex.org/C3017588708","wikidata":"https://www.wikidata.org/wiki/Q758901","display_name":"Audio visual","level":2,"score":0.4940112233161926},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46171024441719055},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.4573906660079956},{"id":"https://openalex.org/C2777855551","wikidata":"https://www.wikidata.org/wiki/Q12310021","display_name":"Subject (documents)","level":2,"score":0.4146696925163269},{"id":"https://openalex.org/C6438553","wikidata":"https://www.wikidata.org/wiki/Q1185804","display_name":"Affective computing","level":2,"score":0.41309329867362976},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.23708519339561462},{"id":"https://openalex.org/C161191863","wikidata":"https://www.wikidata.org/wiki/Q199655","display_name":"Library science","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2010.2051871","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2010.2051871","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W21664255","https://openalex.org/W182840523","https://openalex.org/W1496562625","https://openalex.org/W1506537224","https://openalex.org/W1532325895","https://openalex.org/W1559013041","https://openalex.org/W1612003148","https://openalex.org/W1625255723","https://openalex.org/W1636244751","https://openalex.org/W1644652583","https://openalex.org/W1738371459","https://openalex.org/W1837618112","https://openalex.org/W1880262756","https://openalex.org/W1934019294","https://openalex.org/W1976044816","https://openalex.org/W1978530472","https://openalex.org/W2004367373","https://openalex.org/W2011664673","https://openalex.org/W2019608648","https://openalex.org/W2034261237","https://openalex.org/W2043181832","https://openalex.org/W2046677541","https://openalex.org/W2075942472","https://openalex.org/W2091084672","https://openalex.org/W2094998392","https://openalex.org/W2095380808","https://openalex.org/W2096120493","https://openalex.org/W2098287351","https://openalex.org/W2101746535","https://openalex.org/W2105552115","https://openalex.org/W2107174446","https://openalex.org/W2114025269","https://openalex.org/W2120748909","https://openalex.org/W2128889560","https://openalex.org/W2131045394","https://openalex.org/W2132827946","https://openalex.org/W2134422453","https://openalex.org/W2143800062","https://openalex.org/W2146136606","https://openalex.org/W2146241755","https://openalex.org/W2147069236","https://openalex.org/W2149628368","https://openalex.org/W2168031754","https://openalex.org/W2180532674","https://openalex.org/W4213009331","https://openalex.org/W4229828890","https://openalex.org/W4237791300","https://openalex.org/W4248038818","https://openalex.org/W4388323405","https://openalex.org/W6633408394","https://openalex.org/W6636440780","https://openalex.org/W6636494156","https://openalex.org/W6640267182","https://openalex.org/W6661938819","https://openalex.org/W6676073766","https://openalex.org/W6680078096","https://openalex.org/W6680957493"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2053269318","https://openalex.org/W2364370872","https://openalex.org/W4388258507","https://openalex.org/W2097963413","https://openalex.org/W2271369634","https://openalex.org/W2025614924","https://openalex.org/W2294335174","https://openalex.org/W2350550760","https://openalex.org/W3145575561"],"abstract_inverted_index":{"This":[0],"paper":[1],"presents":[2],"a":[3,102,120],"novel":[4],"method":[5,103,182],"for":[6],"movie":[7,40,53,63,138,155,160,165],"affective":[8,31,42,64,110],"scene":[9,22,43,65,139],"classification":[10,44,66,121],"that":[11,20,75,130,180],"outputs":[12],"the":[13,16,21,30,46,80,84,90,94,98,115,137,150,154,168,189],"emotion":[14,95,173],"(in":[15],"form":[17],"of":[18,33,153,171,188],"labels)":[19],"is":[23,70,86],"likely":[24],"to":[25,48,72,79,88,93,104],"arouse":[26],"in":[27,39,61,186],"viewers.":[28],"Since":[29],"preferences":[32],"users":[34],"play":[35],"an":[36],"important":[37],"role":[38],"selection,":[41],"has":[45],"potential":[47],"develop":[49],"more":[50],"attractive":[51],"user-centric":[52],"search":[54],"and":[55,83,167],"browsing":[56],"applications.":[57],"Two":[58],"main":[59],"issues":[60],"designing":[62],"are":[67,76,133],"considered.":[68],"One":[69],"\u201chow":[71,87],"extract":[73,105],"features":[74,92,108],"strongly":[77],"related":[78],"viewer's":[81],"emotions\u201d,":[82],"other":[85],"map":[89],"extracted":[91,162],"categories\u201d.":[96],"For":[97,114],"former,":[99],"we":[100,118],"propose":[101,119],"emotion-category-specific":[106],"audio-visual":[107,111],"named":[109,123],"words":[112],"(AAVWs).":[113],"latter":[116],"issue,":[117],"model":[122,127],"latent":[124],"topic":[125],"driving":[126],"(LTDM).":[128],"Assuming":[129],"viewers'":[131],"emotions":[132,143],"dynamically":[134],"changed":[135],"by":[136,149,176],"sequences,":[140],"LTDM":[141],"models":[142],"as":[144],"Markovian":[145],"dynamic":[146],"systems":[147],"driven":[148],"sequential":[151],"stimuli":[152],"content.":[156],"Experiments":[157],"on":[158],"206":[159],"scenes":[161],"from":[163],"24":[164],"titles":[166],"corresponding":[169],"labels":[170],"eight":[172],"categories":[174],"given":[175],"16":[177],"subjects":[178],"show":[179],"our":[181],"outperforms":[183],"conventional":[184],"approaches":[185],"terms":[187],"subject":[190],"agreement":[191],"rate.":[192]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":8},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":5},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":11},{"year":2014,"cited_by_count":6},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":8}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
