{"id":"https://openalex.org/W2019337640","doi":"https://doi.org/10.1145/1891903.1891938","title":"Human-centered attention models for video summarization","display_name":"Human-centered attention models for video summarization","publication_year":2010,"publication_date":"2010-11-08","ids":{"openalex":"https://openalex.org/W2019337640","doi":"https://doi.org/10.1145/1891903.1891938","mag":"2019337640"},"language":"en","primary_location":{"id":"doi:10.1145/1891903.1891938","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1891903.1891938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction","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/A5046996087","display_name":"Kaiming Li","orcid":"https://orcid.org/0000-0001-9383-3017"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]},{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Kaiming Li","raw_affiliation_strings":["Northwestern Polytechnical Univerisity, China and The University of Georgia"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical Univerisity, China and The University of Georgia","institution_ids":["https://openalex.org/I17145004","https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032245448","display_name":"Lei Guo","orcid":"https://orcid.org/0000-0003-3427-8222"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Lei Guo","raw_affiliation_strings":["The University of Georgia"],"affiliations":[{"raw_affiliation_string":"The University of Georgia","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073298039","display_name":"Carlos Alberto Faraco","orcid":"https://orcid.org/0000-0001-7906-7942"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Carlos Faraco","raw_affiliation_strings":["The University of Georgia"],"affiliations":[{"raw_affiliation_string":"The University of Georgia","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038582366","display_name":"Dajiang Zhu","orcid":"https://orcid.org/0000-0002-6940-3911"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dajiang Zhu","raw_affiliation_strings":["Northwestern Polytechnical Univerisity, China","Northwestern Polytechnical Univerisity, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical Univerisity, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Northwestern Polytechnical Univerisity, China#TAB#","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101926925","display_name":"Fan Deng","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Deng","raw_affiliation_strings":["Northwestern Polytechnical Univerisity, China","Northwestern Polytechnical Univerisity, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical Univerisity, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Northwestern Polytechnical Univerisity, China#TAB#","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100665425","display_name":"Tuo Zhang","orcid":"https://orcid.org/0000-0002-6075-3384"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tuo Zhang","raw_affiliation_strings":["Northwestern Polytechnical Univerisity, China","Northwestern Polytechnical Univerisity, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical Univerisity, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Northwestern Polytechnical Univerisity, China#TAB#","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026584447","display_name":"Xi Jiang","orcid":"https://orcid.org/0000-0003-3711-0847"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Xi Jiang","raw_affiliation_strings":["The University of Georgia"],"affiliations":[{"raw_affiliation_string":"The University of Georgia","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051373711","display_name":"Degang Zhang","orcid":"https://orcid.org/0000-0002-5068-5787"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Degang Zhang","raw_affiliation_strings":["Northwestern Polytechnical Univerisity, China","Northwestern Polytechnical Univerisity, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical Univerisity, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Northwestern Polytechnical Univerisity, China#TAB#","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103070013","display_name":"Hanbo Chen","orcid":"https://orcid.org/0000-0002-8094-1761"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hanbo Chen","raw_affiliation_strings":["The University of Georgia"],"affiliations":[{"raw_affiliation_string":"The University of Georgia","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030799310","display_name":"Xintao Hu","orcid":"https://orcid.org/0000-0001-5633-3806"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xintao Hu","raw_affiliation_strings":["Northwestern Polytechnical Univerisity, China","Northwestern Polytechnical Univerisity, China#TAB#"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical Univerisity, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Northwestern Polytechnical Univerisity, China#TAB#","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072676429","display_name":"Stephen M. Miller","orcid":"https://orcid.org/0000-0002-6092-8420"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen Miller","raw_affiliation_strings":["The University of Georgia"],"affiliations":[{"raw_affiliation_string":"The University of Georgia","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100647156","display_name":"Tianming Liu","orcid":"https://orcid.org/0000-0002-8132-9048"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Tianming Liu","raw_affiliation_strings":["The University of Georgia"],"affiliations":[{"raw_affiliation_string":"The University of Georgia","institution_ids":["https://openalex.org/I165733156"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":12,"corresponding_author_ids":["https://openalex.org/A5046996087"],"corresponding_institution_ids":["https://openalex.org/I165733156","https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":0.9561,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.76339332,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9976999759674072,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9952999949455261,"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/automatic-summarization","display_name":"Automatic summarization","score":0.943140983581543},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8825643658638},{"id":"https://openalex.org/keywords/search-engine-indexing","display_name":"Search engine indexing","score":0.6777119040489197},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.6257418990135193},{"id":"https://openalex.org/keywords/abstraction","display_name":"Abstraction","score":0.6232619881629944},{"id":"https://openalex.org/keywords/functional-magnetic-resonance-imaging","display_name":"Functional magnetic resonance imaging","score":0.5163289308547974},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4777618944644928},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.42457252740859985},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.41738373041152954},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32591956853866577}],"concepts":[{"id":"https://openalex.org/C170858558","wikidata":"https://www.wikidata.org/wiki/Q1394144","display_name":"Automatic summarization","level":2,"score":0.943140983581543},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8825643658638},{"id":"https://openalex.org/C75165309","wikidata":"https://www.wikidata.org/wiki/Q2258979","display_name":"Search engine indexing","level":2,"score":0.6777119040489197},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.6257418990135193},{"id":"https://openalex.org/C124304363","wikidata":"https://www.wikidata.org/wiki/Q673661","display_name":"Abstraction","level":2,"score":0.6232619881629944},{"id":"https://openalex.org/C2779226451","wikidata":"https://www.wikidata.org/wiki/Q903809","display_name":"Functional magnetic resonance imaging","level":2,"score":0.5163289308547974},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4777618944644928},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.42457252740859985},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.41738373041152954},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32591956853866577},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1891903.1891938","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1891903.1891938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Conference on Multimodal Interfaces and the Workshop on Machine Learning for Multimodal Interaction","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.49000000953674316,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1722621474","https://openalex.org/W1970314411","https://openalex.org/W1983032813","https://openalex.org/W1985728900","https://openalex.org/W2002045449","https://openalex.org/W2006180404","https://openalex.org/W2041346309","https://openalex.org/W2047489539","https://openalex.org/W2062903088","https://openalex.org/W2066785847","https://openalex.org/W2072522618","https://openalex.org/W2078132377","https://openalex.org/W2078306367","https://openalex.org/W2086044694","https://openalex.org/W2114104729","https://openalex.org/W2114538779","https://openalex.org/W2116649573","https://openalex.org/W2120703069","https://openalex.org/W2126532873","https://openalex.org/W2128618367","https://openalex.org/W2135957164","https://openalex.org/W2137412658","https://openalex.org/W2142337462","https://openalex.org/W2142432333","https://openalex.org/W2144714250","https://openalex.org/W2163027455","https://openalex.org/W2168217710","https://openalex.org/W2171908947","https://openalex.org/W2172168442","https://openalex.org/W2305699759","https://openalex.org/W2490372844","https://openalex.org/W4212993294","https://openalex.org/W6667355295","https://openalex.org/W6678197332"],"related_works":["https://openalex.org/W2366403280","https://openalex.org/W1495108544","https://openalex.org/W2091301346","https://openalex.org/W3148229873","https://openalex.org/W4389760904","https://openalex.org/W2150160875","https://openalex.org/W4242223894","https://openalex.org/W4306886878","https://openalex.org/W2973759123","https://openalex.org/W1517524280"],"abstract_inverted_index":{"A":[0],"variety":[1],"of":[2,35,66,96,99,107,123],"user":[3,32,82],"attention":[4,158],"models":[5,159],"for":[6,12,47,88],"video/audio":[7,53],"streams":[8,139],"have":[9],"been":[10],"developed":[11],"video":[13,22],"summarization":[14],"and":[15,24,33,38,40,62,105,131,135,140,166,170],"abstraction,":[16],"in":[17,94,117,153],"order":[18,154],"to":[19,129,155,164],"facilitate":[20,167],"efficient":[21,171],"browsing":[23],"indexing.":[25],"Essentially,":[26],"human":[27,68,145],"brain":[28,69,120,141],"is":[29],"the":[30,58,67,102,108,119,133,144,150],"end":[31],"evaluator":[34],"multimedia":[36,48,138,151,172],"content":[37],"representation,":[39],"its":[41],"responses":[42],"can":[43,161],"provide":[44],"meaningful":[45],"guidelines":[46],"stream":[49],"summarization.":[50,173],"For":[51],"example,":[52],"segments":[54],"that":[55,81,160],"significantly":[56],"activate":[57],"visual,":[59],"auditory,":[60],"language":[61],"working":[63],"memory":[64],"systems":[65],"should":[70,78],"be":[71,79,86,162],"considered":[72],"more":[73,168],"important":[74],"than":[75],"others.":[76],"It":[77],"noted":[80],"experience":[83],"studies":[84],"could":[85],"useful":[87],"such":[89],"evaluations,":[90],"but":[91],"are":[92,147,177],"suboptimal":[93],"terms":[95],"their":[97],"capability":[98],"accurately":[100],"capturing":[101],"full-length":[103],"dynamics":[104,134],"interactions":[106,136],"brain's":[109],"response.":[110],"This":[111],"paper":[112],"presents":[113],"our":[114],"preliminary":[115],"efforts":[116],"applying":[118],"imaging":[121,127],"technique":[122],"functional":[124],"magnetic":[125],"resonance":[126],"(fMRI)":[128],"quantify":[130],"model":[132],"between":[137],"response,":[142],"when":[143],"subjects":[146],"presented":[148],"with":[149],"clips,":[152],"develop":[156],"human-centered":[157],"used":[163],"guide":[165],"effective":[169],"Our":[174],"initial":[175],"results":[176],"encouraging.":[178]},"counts_by_year":[{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
