{"id":"https://openalex.org/W4304087120","doi":"https://doi.org/10.1145/3503161.3551567","title":"A Multi-Stream Approach for Video Understanding","display_name":"A Multi-Stream Approach for Video Understanding","publication_year":2022,"publication_date":"2022-10-10","ids":{"openalex":"https://openalex.org/W4304087120","doi":"https://doi.org/10.1145/3503161.3551567"},"language":"en","primary_location":{"id":"doi:10.1145/3503161.3551567","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3503161.3551567","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3503161.3551567","source":{"id":"https://openalex.org/S4363608757","display_name":"Proceedings of the 30th ACM International Conference on Multimedia","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Multimedia","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3503161.3551567","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5029698513","display_name":"Lutharsanen Kunam","orcid":null},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":true,"raw_author_name":"Lutharsanen Kunam","raw_affiliation_strings":["University of Zurich, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052015967","display_name":"Luca Rossetto","orcid":"https://orcid.org/0000-0002-5389-9465"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Luca Rossetto","raw_affiliation_strings":["University of Zurich, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073592405","display_name":"Abraham Bernstein","orcid":"https://orcid.org/0000-0002-0128-4602"},"institutions":[{"id":"https://openalex.org/I202697423","display_name":"University of Zurich","ror":"https://ror.org/02crff812","country_code":"CH","type":"education","lineage":["https://openalex.org/I202697423"]}],"countries":["CH"],"is_corresponding":false,"raw_author_name":"Abraham Bernstein","raw_affiliation_strings":["University of Zurich, Zurich, Switzerland"],"affiliations":[{"raw_affiliation_string":"University of Zurich, Zurich, Switzerland","institution_ids":["https://openalex.org/I202697423"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5029698513"],"corresponding_institution_ids":["https://openalex.org/I202697423"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09494075,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"7003","last_page":"7007"},"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/T11714","display_name":"Multimodal Machine Learning Applications","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":0.9991000294685364,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8589588403701782},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.6207662224769592},{"id":"https://openalex.org/keywords/streams","display_name":"STREAMS","score":0.5902137756347656},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.563340425491333},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.5604513883590698},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5336354970932007},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5200352668762207},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.4394106864929199},{"id":"https://openalex.org/keywords/video-retrieval","display_name":"Video retrieval","score":0.42983508110046387},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4107182025909424},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.3579643964767456},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.3494880795478821},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2532186508178711},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.19849836826324463}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8589588403701782},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.6207662224769592},{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.5902137756347656},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.563340425491333},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.5604513883590698},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5336354970932007},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5200352668762207},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.4394106864929199},{"id":"https://openalex.org/C2983174267","wikidata":"https://www.wikidata.org/wiki/Q3775098","display_name":"Video retrieval","level":2,"score":0.42983508110046387},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4107182025909424},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.3579643964767456},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.3494880795478821},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2532186508178711},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.19849836826324463},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3503161.3551567","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3503161.3551567","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3503161.3551567","source":{"id":"https://openalex.org/S4363608757","display_name":"Proceedings of the 30th ACM International Conference on Multimedia","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Multimedia","raw_type":"proceedings-article"},{"id":"pmh:oai:www.zora.uzh.ch:221287","is_oa":true,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306401281","display_name":"Zurich Open Repository and Archive (University of Zurich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I202697423","host_organization_name":"University of Zurich","host_organization_lineage":["https://openalex.org/I202697423"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Kunam, Lutharsanen; Rossetto, Luca; Bernstein, Abraham  (2022). A Multi-Stream Approach for Video Understanding.  In: MM '22: The 30th ACM International Conference on Multimedia, Lisboa Portugal, 10 November 2022 - 14 November 2022. ACM, 7003-7007.","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"doi:10.5167/uzh-221287","is_oa":true,"landing_page_url":"https://doi.org/10.5167/uzh-221287","pdf_url":null,"source":{"id":"https://openalex.org/S7407051291","display_name":"Universit\u00e4t Z\u00fcrich, ZORA","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":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":""}],"best_oa_location":{"id":"doi:10.1145/3503161.3551567","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3503161.3551567","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3503161.3551567","source":{"id":"https://openalex.org/S4363608757","display_name":"Proceedings of the 30th ACM International Conference on Multimedia","issn_l":null,"issn":null,"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 30th ACM International Conference on Multimedia","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4304087120.pdf","grobid_xml":"https://content.openalex.org/works/W4304087120.grobid-xml"},"referenced_works_count":21,"referenced_works":["https://openalex.org/W2085261163","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2732026016","https://openalex.org/W2963541336","https://openalex.org/W2963542293","https://openalex.org/W2964157791","https://openalex.org/W2984008963","https://openalex.org/W2990503944","https://openalex.org/W3015783745","https://openalex.org/W3021553284","https://openalex.org/W3034364644","https://openalex.org/W3092872885","https://openalex.org/W3093087807","https://openalex.org/W3095299523","https://openalex.org/W3095481265","https://openalex.org/W3105473141","https://openalex.org/W3109496323","https://openalex.org/W3205903209","https://openalex.org/W3207650505","https://openalex.org/W4206097581"],"related_works":["https://openalex.org/W2010317732","https://openalex.org/W2483328176","https://openalex.org/W2061705145","https://openalex.org/W193205649","https://openalex.org/W45006177","https://openalex.org/W2016919266","https://openalex.org/W1982793386","https://openalex.org/W2537623333","https://openalex.org/W4293083682","https://openalex.org/W2061507057"],"abstract_inverted_index":{"The":[0,16,63],"automatic":[1],"annotation":[2],"of":[3,50,81,94],"higher-level":[4],"semantic":[5,76,101],"information":[6,52,68],"in":[7,26,87],"long-form":[8],"video":[9],"content":[10],"is":[11],"still":[12],"a":[13,91],"challenging":[14],"task.":[15],"Deep":[17],"Video":[18],"Understanding":[19],"(DVU)":[20],"Challenge":[21],"aims":[22],"at":[23],"catalyzing":[24],"progress":[25],"this":[27,36],"area":[28],"by":[29,70],"offering":[30],"common":[31],"data":[32],"and":[33,59],"tasks.":[34],"In":[35],"paper,":[37],"we":[38],"present":[39],"our":[40],"contribution":[41],"to":[42,73,89,98],"the":[43,57,60,79,95,100,104],"3rd":[44],"DVU":[45],"challenge.":[46],"Our":[47],"approach":[48],"consists":[49],"multiple":[51],"streams":[53,64,72,83],"extracted":[54],"from":[55],"both":[56],"visual":[58],"audio":[61],"modality.":[62],"can":[65,84],"build":[66],"on":[67],"generated":[69],"previous":[71],"increase":[74],"their":[75],"descriptiveness.":[77],"Finally,":[78],"output":[80],"all":[82],"be":[85],"aggregated":[86],"order":[88],"produce":[90],"graph":[92],"representation":[93],"input":[96],"movie":[97],"represent":[99],"relationships":[102],"between":[103],"relevant":[105],"characters.":[106]},"counts_by_year":[],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2025-10-10T00:00:00"}
